Journal Articles
2024
Amr M. Abdelhady, Abdulkadir Celik, Carles Diaz-Vilor, Hamid Jafarkhani, Ahmed M. Eltawil: Laser-Empowered UAVs for Aerial Data Aggregation in Passive IoT Networks. IEEE Open J. Commun. Soc. 5: 1609-1623, March, 2024
Riku Funada, María Santos, Ryuichi Maniwa, Junya Yamauchi, Masayuki Fujita, Mitsuji Sampei, Magnus Egerstedt: Distributed Coverage Hole Prevention for Visual Environmental Monitoring With Quadcopters Via Nonsmooth Control Barrier Functions. IEEE Trans. Robotics 40: 1546-1565, February, 2024
Mohanad Odema, Mohammad Abdullah Al Faruque: PrivyNAS: Privacy-Aware Neural Architecture Search for Split Computing in Edge-Cloud Systems. IEEE Internet Things J. 11(4): 6638-6651, February, 2024
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama: Supervised Local Training With Backward Links for Deep Neural Networks. IEEE Trans. Artif. Intell. 5(2): 854-867, February, 2024
Ahmet M. Elbir, Abdulkadir Celik, Ahmed M. Eltawil: NEAT-MUSIC: Auto-Calibration of DOA Estimation for Terahertz-Band Massive MIMO Systems. IEEE Wirel. Commun. Lett. 13(2): 451-455, February, 2024
Zheng Xiao, Weijie Chen, Yunchuan Qin, Fan Wu, Anthony Theodore Chronopoulos, Alex Nicolau, Kenli Li: NGLIC: A Nonaligned-Row Legalization Approach for 3-D Interdie Connection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(2): 404-416, February, 2024
Tatsuya Miyano, Justin Romberg, Magnus Egerstedt: Globally Optimal Assignment Algorithm for Collective Object Transport Using Air-Ground Multirobot Teams. IEEE Trans. Control. Syst. Technol. 32(1): 258-265, January, 2024
Kamilya Smagulova, Mohammed E. Fouda, Ahmed M. Eltawil: Thermal Heating in ReRAM Crossbar Arrays: Challenges and Solutions. IEEE Open J. Circuits Syst. 5: 28-41, January, 2024
Mingzhe Jiang, Riitta Rosio, Sanna Salanterä, Amir M. Rahmani, Pasi Liljeberg, Daniel Santos da Silva, Victor Hugo C. de Albuquerque, Wanqing Wu: Personalized and adaptive neural networks for pain detection from multi-modal physiological features. Expert Syst. Appl. 235: 121082, January, 2024
2023
Caio Batista de Melo, Nikil D. Dutt: LOCoCAT: Low-Overhead Classification of CAN Bus Attack Types. IEEE Embed. Syst. Lett. 15(4): 178-181, December, 2023
James Ferlez, Yasser Shoukry: Polynomial-Time Reachability for LTI Systems With Two-Level Lattice Neural Network Controllers. IEEE Control. Syst. Lett. 7: 1105-1110, December, 2023
Amir Hosein Afandizadeh Zargari, Marzieh Ashrafiamiri, Minjun Seo, Sai Manoj Pudukotai Dinakarrao, Mohammed E. Fouda, Fadi J. Kurdahi: CAPTIVE: Constrained Adversarial Perturbations to Thwart IC Reverse Engineering. Inf. 14(12): 656, December, 2023
Qi Zhu, Bo Yu, Ziran Wang, Jie Tang, Qi Alfred Chen, Zihao Li, Xiangguo Liu, Yunpeng Luo, Lingzi Tu: Cloud and Edge Computing for Connected and Automated Vehicles. Found. Trends Electron. Des. Autom. 14(1-2): 1-170, December, 2023
Hamidreza Alikhani, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: DynaFuse: Dynamic Fusion for Resource Efficient Multimodal Machine Learning Inference. IEEE Embed. Syst. Lett. 15(4): 222-225, December, 2023
Jian Yang, Yuwei Yin, Liqun Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li: GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1489-1498, November-December, 2023
Emad Kasaeyan Naeini, Fatemeh Sarhaddi, Iman Azimi, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani: A Deep Learning-based PPG Quality Assessment Approach for Heart Rate and Heart Rate Variability. ACM Trans. Comput. Heal. 4(4): 24:1-24:22, November, 2023
Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing: HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3997-4010, November, 2023
Soyi Jung, Chanyoung Park, Marco Levorato, Jae-Hyun Kim, Joongheon Kim: Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks. IEEE Trans. Veh. Technol. 72(11): 14889-14905, November, 2023
Qingrong Huang, Zeyu Yang, Kai Ni, Mohsen Imani, Cheng Zhuo, Xunzhao Yin: FeFET-Based In-Memory Hyperdimensional Encoding Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3829-3839 (2023), November, 2023
Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing: HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3997-4010 (2023), November, 2023
Yuqi Huai, Sumaya Almanee, Yuntianyi Chen, Xiafa Wu, Qi Alfred Chen, Joshua Garcia: scenoRITA: Generating Diverse, Fully Mutable, Test Scenarios for Autonomous Vehicle Planning. IEEE Trans. Software Eng. 49(10): 4656-4676 (2023), October, 2023
Fatih Kilinc, Recep A. Tasci, Abdulkadir Celik, Asmaa Abdallah, Ahmed M. Eltawil, Ertugrul Basar: RIS-Assisted Grant-Free NOMA: User Pairing, RIS Assignment, and Phase Shift Alignment. IEEE Trans. Cogn. Commun. Netw. 9(5): 1257-1270 (2023), October, 2023
Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes: Agile Simulation of Stochastic Computing Image Processing With Contingency Tables. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(10): 3474-3478 (2023), October, 2023
Kexin Chen, Hirak J. Kashyap, Jeffrey L. Krichmar, Xiumin Li: What can computer vision learn from visual neuroscience? Introduction to the special issue. Biol. Cybern. 117(4): 297-298 (2023), October, 2023
Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque: MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Trans. Embed. Comput. Syst. 22(5s): 108:1-108:26 (2023), September, 2023
Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque: Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning. ACM Trans. Comput. Heal. 4(3): 19:1-19:19 (2023), September, 2023
Zhen Yang, Jun Ying, Junjie Shen, Yiheng Feng, Qi Alfred Chen, Z. Morley Mao, Henry X. Liu: Anomaly Detection Against GPS Spoofing Attacks on Connected and Autonomous Vehicles Using Learning From Demonstration. IEEE Trans. Intell. Transp. Syst. 24(9): 9462-9475 (2023), September, 2023
Jen-Hao Cheng, Tien-Min Chang, Chung-An Shen, Mohammed E. Fouda, Ahmed M. Eltawil: High-Throughput Independent Component Analysis Processor for Full Duplex Systems. IEEE J. Sel. Areas Commun. 41(9): 2821-2832 (2023) ), September, 2023
Aysha Ebrahim, Abdulkadir Celik, Emad Alsusa, Mohammed W. Baidas, Ahmed M. Eltawil: Hybrid Multiple-Access: Mode Selection, User Pairing and Resource Allocation. IEEE Access 11: 107251-107264 (2023), September, 2023
Paul R. Genssler, Hamza Errahmouni Barkam, Karthik Pandaram, Mohsen Imani, Hussam Amrouch: Modeling and Predicting Transistor Aging Under Workload Dependency Using Machine Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 70(9): 3699-3711 (2023), September, 2023
Jason K. Eshraghian, Max Ward, Emre O. Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu: Training Spiking Neural Networks Using Lessons From Deep Learning. Proc. IEEE 111(9): 1016-1054 (2023), September, 2023
Nafiul Rashid, Trier Mortlock, Mohammad Abdullah Al Faruque: Stress Detection Using Context-Aware Sensor Fusion From Wearable Devices. IEEE Internet Things J. 10(16): 14114-14127 (2023), August, 2023
Hussein Al-Jlailaty, Abdulkadir Celik, Mohammad M. Mansour, Ahmed M. Eltawil: IMU Hand Calibration for Low-Cost MEMS Inertial Sensors. IEEE Trans. Instrum. Meas. 72: 1-16 (2023), August, 2023
Mariam Rakka, Mohammed E. Fouda, Rouwaida Kanj, Fadi J. Kurdahi: DT2CAM: A Decision Tree to Content Addressable Memory Framework. IEEE Trans. Emerg. Top. Comput. 11(3): 805-810 (2023), July-September, 2023
Chenghao Quan, Mohammed E. Fouda, Sugil Lee, Giju Jung, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Training-Free Stuck-At Fault Mitigation for ReRAM-Based Deep Learning Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(7): 2174-2186 (2023), July, 2023
Mike Heddes, Igor Nunes, Pere Vergés, Denis Kleyko, Danny Abraham, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures. J. Mach. Learn. Res. 24: 255:1-255:10, July, 2023
Mohammad Oveisi, Huan Wang, Payam Heydari: A Study of a Millimeter-Wave Transmitter Architecture Realizing QAM Directly in RF Domain. IEEE Trans. Circuits Syst. I Regul. Pap. 70(6): 2243-2256, June, 2023
Ang Li, Chao Shen, Xuewen Liao, Christos Masouros, A. Lee Swindlehurst: Practical Interference Exploitation Precoding Without Symbol-by-Symbol Optimization: A Block-Level Approach. IEEE Trans. Wirel. Commun. 22(6): 3982-3996, June, 2023
Iris Wechsler, Alexander Wolf, Sophie Fleischmann, Julian Waibel, Carla Molz, David Scherb, Julian Shanbhag, Michael Franz, Sandro Wartzack, Jörg Miehling: Method for Using IMU-Based Experimental Motion Data in BVH Format for Musculoskeletal Simulations via OpenSim. Sensors 23(12): 5423, June, 2023
Mohanad Odema, Luke Chen, Marco Levorato, Mohammad Abdullah Al Faruque: Testudo: Collaborative Intelligence for Latency-Critical Autonomous Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(6): 1770-1783, June, 2023
Emre Arslan, Fatih Kilinc, Sultangali Arzykulov, Ali Tugberk Dogukan, Abdulkadir Celik, Ertugrul Basar, Ahmed M. Eltawil: Reconfigurable Intelligent Surface Enabled Over-the-Air Uplink NOMA. IEEE Trans. Green Commun. Netw. 7(2): 814-826, June, 2023
Sultangali Arzykulov, Abdulkadir Celik, Galymzhan Nauryzbayev, Ahmed M. Eltawil: Artificial Noise and RIS-Aided Physical Layer Security: Optimal RIS Partitioning and Power Control. IEEE Wirel. Commun. Lett. 12(6): 992-996, June, 2023
Adarsha Balaji, Phu Khanh Huynh, Francky Catthoor, Nikil D. Dutt, Jeffrey L. Krichmar, Anup Das: NeuSB: A Scalable Interconnect Architecture for Spiking Neuromorphic Hardware. IEEE Trans. Emerg. Top. Comput. 11(2): 373-387, April-June, 2023
Sugil Lee, Mohammed E. Fouda, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Offline Training-Based Mitigation of IR Drop for ReRAM-Based Deep Neural Network Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(2): 521-532, May, 2023
Asmaa Abdallah, Abdulkadir Celik, Mohammad M. Mansour, Ahmed M. Eltawil: RIS-Aided mmWave MIMO Channel Estimation Using Deep Learning and Compressive Sensing. IEEE Trans. Wirel. Commun. 22(5): 3503-3521, May, 2023
Genghan Zhang, Yuetong Zhao, Yanting Tao, Zhongming Yu, Guohao Dai, Sitao Huang, Yuan Wen, Pavlos Petoumenos, Yu Wang: Sgap: towards efficient sparse tensor algebra compilation for GPU. CCF Trans. High Perform. Comput. 5(2): 210-227, May, 2023
Kamilya Smagulova, Mohammed E. Fouda, Fadi J. Kurdahi, Khaled N. Salama, Ahmed M. Eltawil: Resistive Neural Hardware Accelerators. Proc. IEEE 111(5): 500-527, May, 2023
Cheng Zhuo, Zeyu Yang, Kai Ni, Mohsen Imani, Yuxuan Luo, Shaodi Wang, Deming Zhang, Xunzhao Yin: Design of Ultracompact Content Addressable Memory Exploiting 1T-1MTJ Cell. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(5): 1450-1462, May, 2023
Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia: Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges. ACM Comput. Surv. 55(5): 90:1-90:30, May, 2023
Kamilya Smagulova, Mohammed E. Fouda, Fadi J. Kurdahi, Khaled N. Salama, Ahmed M. Eltawil: Resistive Neural Hardware Accelerators. Proc. IEEE 111(5): 500-527, May, 2023
Anomadarshi Barua, Mohammad Abdullah Al Faruque: Hardware/Software Co-Design for Sensor Security. Computer 56(5): 122-125, April, 2023
Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar: Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization. Neural Networks 161: 228-241, April, 2023
Mingxuan Liu, Zihan Zhang, Yiming Zhang, Chao Zhang, Zhou Li, Qi Li, Haixin Duan, Donghong Sun: Automatic Generation of Adversarial Readable Chinese Texts. IEEE Trans. Dependable Secur. Comput. 20(2): 1756-1770, April, 2023
Xunzhao Yin, Yu Qian, Mohsen Imani, Kai Ni, Chao Li, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo: Ferroelectric Ternary Content Addressable Memories for Energy-Efficient Associative Search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(4): 1099-1112, April, 2023
Elbruz Ozen, Alex Orailoglu: Unleashing the Potential of Sparse DNNs Through Synergistic Hardware-Sparsity Co-Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(4): 1147-1160, April, 2023
Leon Li, Alex Orailoglu: Redundancy Attack: Breaking Logic Locking Through Oracleless Rationality Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(4): 1044-1057, April, 2023
Elbruz Ozen, Alex Orailoglu: Shaping Resilient AI Hardware Through DNN Computational Feature Exploitation. IEEE Des. Test 40(2): 59-66, April, 2023
Carl E. Landwehr, Michael K. Reiter, Laurie A. Williams, Gene Tsudik, Trent Jaeger, Tadayoshi Kohno, Apu Kapadia: Looking Backwards (and Forwards): NSF Secure and Trustworthy Computing 20-Year Retrospective Panel Transcription. IEEE Secur. Priv. 21(2): 32-42, April, 2023
Chelsea Gordon, Roman Lysecky, Frank Vahid: Less Is More: Students Skim Lengthy Online Textbooks. IEEE Trans. Educ. 66(2): 123-129, April, 2023
Zhiqiang Zuo, Xintao Niu, Siyi Zhang, Lu Fang, Siau-Cheng Khoo, Shan Lu, Chengnian Sun, Guoqing Harry Xu: Toward More Efficient Statistical Debugging with Abstraction Refinement. ACM Trans. Softw. Eng. Methodol. 32(2): 36:1-36:38, April, 2023
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar: Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models. ACM Trans. Archit. Code Optim. 20(2): 29:1-29:21, April, 2023
Hussein Al-Jlailaty, Abdulkadir Celik, Mohammad M. Mansour, Ahmed M. Eltawil: Machine Learning-Based Unobtrusive Intake Gesture Detection via Wearable Inertial Sensors. IEEE Trans. Biomed. Eng. 70(4): 1389-1400, April, 2023
Christoph Jansen, Björn Lindequist, Klaus Strohmenger, Daniel Romberg, Tobias Küster, Nick Weiss, Michael Franz, Lars Ole Schwen, Theodore Evans, André Homeyer, Norman Zerbe: The vendor-agnostic EMPAIA platform for integrating AI applications into digital pathology infrastructures. Future Gener. Comput. Syst. 140: 209-224, March, 2023
Xiaofan Yu, Kazim Ergun, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing: Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks. IEEE Trans. Netw. Serv. Manag. 20(1): 787-799, March, 2023
Ninad Hogade, Sudeep Pasricha: A Survey on Machine Learning for Geo-Distributed Cloud Data Center Managements. IEEE Trans. Sustain. Comput. 8(1): 15-31, March, 2023
Mingxuan Liu, Zihan Zhang, Yiming Zhang, Chao Zhang, Zhou Li, Qi Li, Haixin Duan, Donghong Sun: Automatic Generation of Adversarial Readable Chinese Texts. IEEE Trans. Dependable Secur. Comput. 20(2): 1756-1770, March, 2023
Pratibha Choudhary, Michael T. Goodrich, Siddharth Gupta, Hadi Khodabandeh, Pedro Matias, Venkatesh Raman: Improved kernels for tracking paths. Inf. Process. Lett. 181: 106360, March, 2023
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing: Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. IEEE Internet Things J. 10(5): 3864-3889, March, 2023
Yogesh Patel, Sudeep Tanwar, Pronaya Bhattacharya, Rajesh Gupta, Turki Alsuwian, Innocent Ewean Davidson, Thokozile F. Mazibuko: An Improved Dense CNN Architecture for Deepfake Image Detection. IEEE Access 11: 22081-22095, March, 2023
Sugil Lee, Mohammed E. Fouda, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Offline Training-Based Mitigation of IR Drop for ReRAM-Based Deep Neural Network Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(2): 521-532, February, 2023
Abeer Alamoudi, Abdulkadir Celik, Ahmed M. Eltawil: Cooperative Body Channel Communications for Energy-Efficient Internet of Bodies. IEEE Internet Things J. 10(4): 3468-3483, February, 2023
Abdulkadir Celik, Imene Romdhane, Georges Kaddoum, Ahmed M. Eltawil: A Top-Down Survey on Optical Wireless Communications for the Internet of Things. IEEE Commun. Surv. Tutorials 25(1): 1-45, February, 2023
Md Hedayatullah Maktoomi, Soheil Saadat, Omeed Momeni, Payam Heydari, Hamidreza Aghasi: Broadband Antenna Design for Terahertz Communication Systems. IEEE Access 11: 20897-20911, February, 2023
Rajesh Gupta, Nilesh Kumar Jadav, Harsh Mankodiya, Mohammad Dahman Alshehri, Sudeep Tanwar, Ravi Sharma: Blockchain and Onion-Routing-Based Secure Message Exchange System for Edge-Enabled IIoT. IEEE Trans. Ind. Informatics 19(2): 1965-1976, February, 2023
Rang Liu, Ming Li, Honghao Luo, Qian Liu, A. Lee Swindlehurst: Integrated Sensing and Communication with Reconfigurable Intelligent Surfaces: Opportunities, Applications, and Future Directions. IEEE Wirel. Commun. 30(1): 50-57, February, 2023
Ly V. Nguyen, Nhan T. Nguyen, Nghi H. Tran, Markku J. Juntti, A. Lee Swindlehurst, Duy H. N. Nguyen: Leveraging Deep Neural Networks for Massive MIMO Data Detection. IEEE Wirel. Commun. 30(1): 174-180, February, 2023
Hoda Naghibijouybari, Esmaeil Mohammadian Koruyeh, Nael B. Abu-Ghazaleh: Microarchitectural Attacks in Heterogeneous Systems: A Survey. ACM Comput. Surv. 55(7): 142:1-142:40, January, 2023
Mohd. Tasleem Khan, Hasan Erdem Yantir, Khaled Nabil Salama, Ahmed M. Eltawil: Architectural Trade-Off Analysis for Accelerating LSTM Network Using Radix-r OBC Scheme. IEEE Trans. Circuits Syst. I Regul. Pap. 70(1): 266-279, January, 2023
Jeffrey L. Krichmar, Chuanxiuyue He: Importance of Path Planning Variability: A Simulation Study. Top. Cogn. Sci. 15(1): 139-162, January, 2023
Raj Parekh, Nisarg P. Patel, Rajesh Gupta, Nilesh Kumar Jadav, Sudeep Tanwar, Abdullah Alharbi, Amr Tolba, Bogdan Constantin Neagu, Maria Simona Raboaca: GeFL: Gradient Encryption-Aided Privacy Preserved Federated Learning for Autonomous Vehicles. IEEE Access 11: 1825-1839, January, 2023
Chunyan Diao, Dafang Zhang, Wei Liang, Kuan-Ching Li, Yujie Hong, Jean-Luc Gaudiot: A Novel Spatial-Temporal Multi-Scale Alignment Graph Neural Network Security Model for Vehicles Prediction. IEEE Trans. Intell. Transp. Syst. 24(1): 904-914, January, 2023
Wei Xu, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah: Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks. IEEE J. Sel. Top. Signal Process. 17(1): 3-8, January, 2023
Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia: Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges. ACM Comput. Surv. 55(5): 90:1-90:30, January, 2023
Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah: Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. IEEE J. Sel. Top. Signal Process. 17(1): 9-39, January, 2023
Xiaoliang Wang, Guangsheng Zhou, Xiaomin Lv, Zhou Li, Mingcheng Hu, Xiaohui He, Zhihui Tian: Comparison of Lake Extraction and Classification Methods for the Tibetan Plateau Based on Topographic-Spectral Information. Remote. Sens. 15(1): 267, January, 2023
Mingcheng Hu, Guangsheng Zhou, Xiaomin Lv, Zhou Li, Xiaoliang Wang, Xiaohui He, Zhihui Tian: Warming Has Accelerated the Melting of Glaciers on the Tibetan Plateau, but the Debris-Covered Glaciers Are Rapidly Expanding. Remote. Sens. 15(1): 132, January, 2023
Zixiao Zong, Mengwei Yang, Justin Ley, Athina Markopoulou, Carter T. Butts: Privacy by Projection: Federated Population Density Estimation by Projecting on Random Features. Proc. Priv. Enhancing Technol. 2023(1): 309-324, January, 2023
Amin Shafiee, Sudeep Pasricha, Mahdi Nikdast: A Survey on Optical Phase-Change Memory: The Promise and Challenges. IEEE Access 11: 11781-11803, January, 2023
Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza: M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities. IEEE J. Biomed. Health Informatics 27(1): 202-214, January, 2023
James Ferlez, Yasser Shoukry: Polynomial-Time Reachability for LTI Systems With Two-Level Lattice Neural Network Controllers. IEEE Control. Syst. Lett. 7: 1105-1110, January, 2023
Bowen Tang, Chenggang Wu, Zhe Wang, Lichen Jia, Pen-Chung Yew, Yueqiang Cheng, Yinqian Zhang, Chenxi Wang, Guoqing Harry Xu: SpecBox: A Label-Based Transparent Speculation Scheme Against Transient Execution Attacks. IEEE Trans. Dependable Secur. Comput. 20(1): 827-840, January, 2023
Ly V. Nguyen, Duy H. N. Nguyen, A. Lee Swindlehurst: Deep Learning for Estimation and Pilot Signal Design in Few-Bit Massive MIMO Systems. IEEE Trans. Wirel. Commun. 22(1): 379-392, January, 2023
2022
Md. Shohidul Islam, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Dmitry Ponomarev, Lei Yu: Efficient Hardware Malware Detectors That are Resilient to Adversarial Evasion. IEEE Trans. Computers 71(11): 2872-2887, December, 2022
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt: Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks. ACM Trans. Embed. Comput. Syst. 21(6): 73:1-73:25, December, 2022
Hsi-Hung Lu, Chung-An Shen, Mohammed E. Fouda, Ahmed M. Eltawil: Configurable Independent Component Analysis Preprocessing Accelerator. IEEE Trans. Very Large Scale Integr. Syst. 30(12): 1840-1852, December, 2022
Sultangali Arzykulov, Galymzhan Nauryzbayev, Abdulkadir Celik, Ahmed M. Eltawil: RIS-Assisted Full-Duplex Relay Systems. IEEE Syst. J. 16(4): 5729-5740, December, 2022
Fabien Bouquillon, Smaïl Niar, Giuseppe Lipari: Reducing the fault vulnerability of hard real-time systems. J. Syst. Archit. 133: 102758, December, 2022
Sudeep Pasricha: Embedded Systems Education: Experiences With Application-Driven Pedagogy. IEEE Embed. Syst. Lett. 14(4): 167-170, December, 2022
Sudeep Pasricha, John Jose, Sujay Deb: Electronic, Wireless, and Photonic Network-on-Chip Security: Challenges and Countermeasures. IEEE Des. Test 39(6): 90-98, December, 2022
Zhendong Peng, Gui Zhou, Cunhua Pan, Hong Ren, A. Lee Swindlehurst, Petar Popovski, Gang Wu: Channel Estimation for RIS-Aided Multi-User mmWave Systems With Uniform Planar Arrays. IEEE Trans. Commun. 70(12): 8105-8122, December, 2022
Ali Heydarigorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou: Leveraging Computational Storage for Power-Efficient Distributed Data Analytics. ACM Trans. Embed. Comput. Syst. 21(6): 82:1-82:36, November, 2022
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama: Efficient Neuromorphic Hardware Through Spiking Temporal Online Local Learning. IEEE Trans. Very Large Scale Integr. Syst. 30(11): 1642-1653, November, 2022
Gaurav Kolhe, Tyler David Sheaves, Sai Manoj P. D., Hamid Mahmoodi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun: Breaking the Design and Security Trade-off of Look-up-table-based Obfuscation. ACM Trans. Design Autom. Electr. Syst. 27(6): 56:1-56:29, November, 2022
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: A Neural Network-Based Cognitive Obfuscation Toward Enhanced Logic Locking. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4587-4599, November, 2022
Rui Li, Wenrui Diao, Zhou Li, Shishuai Yang, Shuang Li, Shanqing Guo: Android Custom Permissions Demystified: A Comprehensive Security Evaluation. IEEE Trans. Software Eng. 48(11): 4465-4484, November, 2022
Elbruz Ozen, Alex Orailoglu: Architecting Decentralization and Customizability in DNN Accelerators for Hardware Defect Adaptation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 3934-3945, November, 2022
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: Roadmap for Cybersecurity in Autonomous Vehicles. IEEE Consumer Electron. Mag. 11(6): 13-23, November, 2022
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohen Imani, Baris Aksanli, Tajana Simunic: HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System. ACM Trans. Embed. Comput. Syst. 21(6): 78:1-78:25, November, 2022
Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim: OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers 71(11): 2753-2765, November, 2022
Mohammad Abdullah Al Faruque, Meeko Mitsuko Oishi: Introduction to the Special Section on Selected Papers from ICCPS 2021. ACM Trans. Cyber Phys. Syst. 6(4): 29e:1-29e:3, October, 2022
Chuangtao Chen, Weikang Qian, Mohsen Imani, Xunzhao Yin, Cheng Zhuo: PAM: A Piecewise-Linearly-Approximated Floating-Point Multiplier With Unbiasedness and Configurability. IEEE Trans. Computers 71(10): 2473-2486, October, 2022
Ruiyun Yu, Dezhi Ye, Zhihong Wang, Biyun Zhang, Oguti Ann Move, Jie Li, Bo Jin, Fadi J. Kurdahi: CFFNN: Cross Feature Fusion Neural Network for Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 34(10): 4650-4662, October, 2022
Vanessa Chen, Mohammad Al Faruque, Fadi J. Kurdahi: Guest Editorial: Secure Radio-Frequency (RF)-Analog Electronics and Electromagnetics. ACM J. Emerg. Technol. Comput. Syst. 18(4): 63:1-63:2, October, 2022
Xianran Liao, Jiacen Xu, Qifan Zhang, Zhou Li: A Comprehensive Study of DNS Operational Issues by Mining DNS Forums. IEEE Access 10: 110807-110820, October, 2022
Evita Bakopoulou, Bálint Tillman, Athina Markopoulou: FedPacket: A Federated Learning Approach to Mobile Packet Classification. IEEE Trans. Mob. Comput. 21(10): 3609-3628, October, 2022
Athina Markopoulou: Technical perspective: Traffic classification in the era of deep learning. Commun. ACM 65(10): 74, October, 2022
Asif Mirza, Febin Sunny, Peter Walsh, Karim Hassan, Sudeep Pasricha, Mahdi Nikdast: Silicon Photonic Microring Resonators: A Comprehensive Design-Space Exploration and Optimization Under Fabrication-Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3359-3372, October, 2022
Raul Murillo, Alberto A. Del Barrio, Guillermo Botella, Min Soo Kim, Hyun Jin Kim, Nader Bagherzadeh: PLAM: A Posit Logarithm-Approximate Multiplier. IEEE Trans. Emerg. Top. Comput. 10(4): 2079-2085, October-December, 2022
Yiheng Feng, Shihong Ed Huang, Wai Wong, Qi Alfred Chen, Z. Morley Mao, Henry X. Liu: On the Cybersecurity of Traffic Signal Control System With Connected Vehicles. IEEE Trans. Intell. Transp. Syst. 23(9): 16267-16279, September, 2022
Abdulkadir Celik, Ahmed M. Eltawil: The Internet of Bodies: The Human Body as an Efficient and Secure Wireless Channel. IEEE Internet Things Mag. 5(3): 114-120, September, 2022
Abdulkadir Celik, Ahmed M. Eltawil: Enabling the Internet of Bodies Through Capacitive Body Channel Access Schemes. IEEE Internet Things J. 9(17): 15901-15914, September, 2022
Bo Yu, Chongyu Chen, Jie Tang, Shaoshan Liu, Jean-Luc Gaudiot: Autonomous Vehicles Digital Twin: A Practical Paradigm for Autonomous Driving System Development. Computer 55(9): 26-34, September, 2022
Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi: Performance Modeling of Computer Vision-based CNN on Edge GPUs. ACM Trans. Embed. Comput. Syst. 21(5): 64:1-64:33, September, 2022
Onat Güngör, Tajana Rosing, Baris Aksanli: STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140: 103660, September, 2022
Jaya Singh, Ayush Sinha, Priyanka Goli, Venkatesan Subramanian, Sandeep Kumar Shukla, Om Prakash Vyas: Insider attack mitigation in a smart metering infrastructure using reputation score and blockchain technology. Int. J. Inf. Sec. 21(3): 527-546, September, 2022
- Lee Swindlehurst, Gui Zhou, Rang Liu, Cunhua Pan, Ming Li: Channel Estimation With Reconfigurable Intelligent Surfaces – A General Framework. Proc. IEEE 110(9): 1312-1338, September, 2022
Cunhua Pan, Gui Zhou, Kangda Zhi, Sheng Hong, Tuo Wu, Yijin Pan, Hong Ren, Marco Di Renzo, A. Lee Swindlehurst, Rui Zhang, Yingjun Angela Zhang: An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems. IEEE J. Sel. Top. Signal Process. 16(5): 883-917, August, 2022
Cunhua Pan, Rui Zhang, Marco Di Renzo, A. Lee Swindlehurst, Ying-Jun Angela Zhang: Editorial Introduction to the Issue on Advanced Signal Processing for Reconfigurable Intelligent Surface-Aided 6G Networks. IEEE J. Sel. Top. Signal Process. 16(5): 880-882, August, 2022
Roberto Yus, Georgios Bouloukakis, Sharad Mehrotra, Nalini Venkatasubramanian: The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces. ACM Trans. Internet Techn. 22(3): 76:1-76:33, August, 2022
Anthony Bahadir Lopez, Wen-Long Jin, Mohammad Abdullah Al Faruque: Attack Modeling Methodology and Taxonomy for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23(8): 13255-13264, August, 2022
Anomadarshi Barua, Mohammad Abdullah Al Faruque: PreMSat: Preventing Magnetic Saturation Attack on Hall Sensors. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2022(4): 438-462, August, 2022
Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque: AHAR: Adaptive CNN for Energy-Efficient Human Activity Recognition in Low-Power Edge Devices. IEEE Internet Things J. 9(15): 13041-13051, August, 2022
Wenzhe Guo, Hasan Erdem Yantir, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama: Toward the Optimal Design and FPGA Implementation of Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3988-4002, August, 2022
Mohammad Oveisi, Payam Heydari: A Study of BER and EVM Degradation in Digital Modulation Schemes Due to PLL Jitter and Communication-Link Noise. IEEE Trans. Circuits Syst. I Regul. Pap. 69(8): 3402-3415, August, 2022
Kianoosh Kazemi, Juho Laitala, Iman Azimi, Pasi Liljeberg, Amir M. Rahmani: Robust PPG Peak Detection Using Dilated Convolutional Neural Networks. Sensors 22(16): 6054, August, 2022
Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing: Trajectory Planning and Optimization for Minimizing Uncertainty in Persistent Monitoring Applications. J. Intell. Robotic Syst. 106(1): 2, August, 2022
Ender Ayanoglu, Filippo Capolino, A. Lee Swindlehurst: Wave-Controlled Metasurface-Based Reconfigurable Intelligent Surfaces. IEEE Wirel. Commun. 29(4): 86-92, August, 2022
Maryam S. Hosseini, Masoumeh Ebrahimi, Pooria M. Yaghini, Nader Bagherzadeh: Near Volatile and Non-Volatile Memory Processing in 3D Systems. IEEE Trans. Emerg. Top. Comput. 10(3): 1657-1664, July-September, 2022
Fatemah Alharbi, Yuchen Zhou, Feng Qian, Zhiyun Qian, Nael B. Abu-Ghazaleh: DNS Poisoning of Operating System Caches: Attacks and Mitigations. IEEE Trans. Dependable Secur. Comput. 19(4): 2851-2863, July-August, 2022
Mahdi Imani, Mohsen Imani, Seyede Fatemeh Ghoreishi: Bayesian Optimization for Expensive Smooth-Varying Functions. IEEE Intell. Syst. 37(4): 44-55, July-August, 2022
Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque: Golden Reference-Free Hardware Trojan Localization Using Graph Convolutional Network. IEEE Trans. Very Large Scale Integr. Syst. 30(10): 1401-1411, July, 2022
Shih-Yuan Yu, Arnav Vaibhav Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions. IEEE Trans. Intell. Transp. Syst. 23(7): 7941-7951, July, 2022
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque: Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet of Medical Things. IEEE Internet Things J. 9(14): 12472-12481, July, 2022
Xi Yang, Chao-Kai Wen, Yu Han, Shi Jin, A. Lee Swindlehurst: Soft Channel Estimation and Localization for Millimeter Wave Systems With Multiple Receivers. IEEE Trans. Signal Process. 70: 4897-4911, July, 2022
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha: Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. ACM J. Emerg. Technol. Comput. Syst. 18(3): 45:1-45:36, July, 2022
Janus Varmarken, Jad Al Aaraj, Rahmadi Trimananda, Athina Markopoulou: FingerprinTV: Fingerprinting Smart TV Apps. Proc. Priv. Enhancing Technol. 2022(3): 606-629, July, 2022
Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Haosen Wang: LkeRec: Toward Lightweight End-to-End Joint Representation Learning for Building Accurate and Effective Recommendation. ACM Trans. Inf. Syst. 40(3): 54:1-54:28, July, 2022
Sina Shahhosseini, Arman Anzanpour, Iman Azimi, Sina Labbaf, Dongjoo Seo, Sung-Soo Lim, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani: Exploring computation offloading in IoT systems. Inf. Syst. 107: 101860, July, 2022
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing: Reinforcement learning based reliability-aware routing in IoT networks. Ad Hoc Networks 132: 102869, July, 2022
Shubham Rana, Nitesh Kumar, Anand Handa, Sandeep K. Shukla: Automated Windows behavioral tracing for malware analysis. Secur. Priv. 5(6), July, 2022
Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque: Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 68:1-68:22, July, 2022
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction. IEEE Internet Things J. 9(12): 9379-9388, June, 2022
Haoran Pu, Omid Malekzadeh-Arasteh, Ahmad Reza Danesh, Zoran Nenadic, An H. Do, Payam Heydari: A CMOS Dual-Mode Brain-Computer Interface Chipset With 2-mV Precision Time-Based Charge Balancing and Stimulation-Side Artifact Suppression. IEEE J. Solid State Circuits 57(6): 1824-1840, June, 2022
Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang, Yuhong Li, Deming Chen: Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems. CoRR abs/2206.03326, June, 2022
Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah: Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. CoRR abs/2206.00422, June, 2022
Nick Alonso, Beren Millidge, Jeff Krichmar, Emre Neftci: A Theoretical Framework for Inference Learning. CoRR abs/2206.00164, June, 2022
Zhiyuan Guo, Zachary Blanco, Mohammad Shahrad, Zerui Wei, Bili Dong, Jinmou Li, Ishaan Pota, Harry Xu, Yiying Zhang: Resource-Centric Serverless Computing. CoRR abs/2206.13444, June, 2022
Sudeep Pasricha: Embedded Systems Education in the 2020s: Challenges, Reflections, and Future Directions. CoRR abs/2206.03263, June, 2022
Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Hierarchical Temporal Memory-Based One-Pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids. IEEE Trans. Dependable Secur. Comput. 19(3): 1770-1782, May, 2022
Jeffrey L. Krichmar, Tiffany Hwu: Design Principles for Neurorobotics. Frontiers Neurorobotics 16: 882518, May, 2022
Amlan Ganguly, Sergi Abadal, Ishan G. Thakkar, Natalie Enright Jerger, Marc D. Riedel, Masoud Babaie, Rajeev Balasubramonian, Abu Sebastian, Sudeep Pasricha, Baris Taskin: Interconnects for DNA, Quantum, In-Memory, and Optical Computing: Insights From a Panel Discussion. IEEE Micro 42(3): 40-49, May, 2022
Augusto Vega, Alper Buyuktosunoglu, Davide Callegaro, Marco Levorato, Pradip Bose: Cloud-backed mobile cognition. Computing 104(3): 461-479, May, 2022
Alice Sokolova, Dhiman Sengupta, Martin Hunt, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri: Real-Time Multirate Multiband Amplification for Hearing Aids. IEEE Access 10: 54301-54312, May, 2022
Nafiul Rashid, Trier Mortlock, Mohammad Abdullah Al Faruque: SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection. CoRR abs/2205.03974, May, 2022
Duy H. N. Nguyen, Italo Atzeni, Antti Tölli, A. Lee Swindlehurst: A Variational Bayesian Perspective on Massive MIMO Detection. CoRR abs/2205.11649, May, 2022
Ruochen Jiao, Xiangguo Liu, Takami Sato, Qi Alfred Chen, Qi Zhu: Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction. CoRR abs/2205.14230, May, 2022
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. CoRR abs/2205.07826, May, 2022
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. CoRR abs/2205.07826, May, 2022
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. CoRR abs/2205.07826, May, 2022
Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: Hyperdimensional Hashing: A Robust and Efficient Dynamic Hash Table. CoRR abs/2205. 07850, May, 2022
Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: Hyperdimensional Hashing: A Robust and Efficient Dynamic Hash Table. CoRR abs/2205.07850, May, 2022
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau: An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing. CoRR abs/2205.07920, May, 2022
Mike Heddes, Igor Nunes, Pere Vergés, Dheyay Desai, Tony Givargis, Alexandru Nicolau: Torchhd: An Open-Source Python Library to Support Hyperdimensional Computing Research. CoRR abs/2205.09208, May, 2022
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani: QHD: A brain-inspired hyperdimensional reinforcement learning algorithm. CoRR abs/2205.06978, May, 2022
Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar: Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability. CoRR abs/2205.08685, May, 2022
Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: Hyperdimensional Hashing: A Robust and Efficient Dynamic Hash Table. CoRR abs/2205.07850, May, 2022
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama: BackLink: Supervised Local Training with Backward Links. CoRR abs/2205.07141, May, 2022
Joydeep Dey, Sudeep Pasricha: Robust Perception Architecture Design for Automotive Cyber-Physical Systems. CoRR abs/2205.08067, May, 2022
Ivan De Oliveira Nunes, Seoyeon Hwang, Sashidhar Jakkamsetti, Gene Tsudik: Privacy-from-Birth: Protecting Sensed Data from Malicious Sensors with ERSA. CoRR abs/2205.02963, May, 2022
David Koisser, Patrick Jauernig, Gene Tsudik, Ahmad-Reza Sadeghi: V’CER: Efficient Certificate Validation in Constrained Networks. CoRR abs/2205.01973, May, 2022
Saideep Tiku, Danish Gufran, Sudeep Pasricha: Multi-Head Attention Neural Network for Smartphone Invariant Indoor Localization. CoRR abs/2205.08069, May, 2022
Ninad Hogade, Sudeep Pasricha: A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management. CoRR abs/2205.08072, May, 2022
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha: A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. CoRR abs/2205.11244, May, 2022
Kamil Khan, Sudeep Pasricha, Ryan Gary Kim: RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel Buffers. CoRR abs/2205.13130, May, 2022
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau: An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing. CoRR abs/2205.07920, May, 2022
Liping Wang, Sudeep Pasricha: A Framework for CSI-Based Indoor Localization with 1D Convolutional Neural Networks. CoRR abs/2205.08068, May, 2022
Mike Heddes, Igor Nunes, Pere Vergés, Dheyay Desai, Tony Givargis, Alexandru Nicolau: Torchhd: An Open-Source Python Library to Support Hyperdimensional Computing Research. CoRR abs/2205.09208, May, 2022
Rohit Kumar Sachan, Rachit Agarwal, Sandeep Kumar Shukla: DNS based In-Browser Cryptojacking Detection. CoRR abs/2205.04685, May, 2022
Haitham Khedr, Yasser Shoukry: CertiFair: A Framework for Certified Global Fairness of Neural Networks. CoRR abs/2205.09927, May, 2022
Jinane Bazzi, Jana Sweidan, Mohammed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil: DNA Pattern Matching Acceleration with Analog Resistive CAM. CoRR abs/2205.15505, May, 2022
Min Soo Kim, Alberto A. Del Barrio, Hyun Jin Kim, Nader Bagherzadeh: The Effects of Approximate Multiplication on Convolutional Neural Networks. IEEE Trans. Emerg. Top. Comput. 10(2): 904-916, April, 2022
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque: roadscene2vec: A tool for extracting and embedding road scene-graphs. Knowl. Based Syst. 242: 108245, April, 2022
Ninad Hogade, Sudeep Pasricha, Howard Jay Siegel: Energy and Network Aware Workload Management for Geographically Distributed Data Centers. IEEE Trans. Sustain. Comput. 7(2): 400-413, April, 2022
Nicholas Wei, Ardalan Amiri Sani: SchrodinText: Strong Protection of Sensitive Textual Content of Mobile Applications. IEEE Trans. Mob. Comput. 21(4): 1402-1419, April, 2022
Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque: Hardware Trojan Detection using Graph Neural Networks. CoRR abs/2204.11431, April, 2022
Vikas Maurya, Rachit Agarwal, Saurabh Kumar, Sandeep Kumar Shukla: EPASAD: Ellipsoid decision boundary based Process-Aware Stealthy Attack Detector. CoRR abs/2204.04154, April, 2022
Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan: Adaptive-Gravity: A Defense Against Adversarial Samples. CoRR abs/2204.03694, April, 2022
Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato, Francesco Restuccia:
BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing. CoRR abs/2201.02693, April, 2022
Saransh Gupta, Rosario Cammarota, Tajana Rosing: MemFHE: End-to-End Computing with Fully Homomorphic Encryption in Memory. CoRR abs/2204.12557, April, 2022
Mariam Rakka, Mohammed E. Fouda, Rouwaida Kanj, Fadi J. Kurdahi: DT2CAM: A Decision Tree to Content Addressable Memory Framework. CoRR abs/2204.06114, April, 2022
Wael Fatnassi, Yasser Shoukry: PolyARBerNN: A Neural Network Guided Solver and Optimizer for Bounded Polynomial Inequalities. CoRR abs/2204.05365, April, 2022
Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast:
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks. CoRR abs/2204.03835, April, 2022
Asif Mirza, Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast: Characterization and Optimization of Integrated Silicon-Photonic Neural Networks under Fabrication-Process Variations. CoRR abs/2204.09153, April, 2022
John Thorpe, Pengzhan Zhao, Jonathan Eyolfson, Yifan Qiao, Zhihao Jia, Minjia Zhang, Ravi Netravali, Guoqing Harry Xu: Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs. CoRR abs/2204.12013, April, 2022
Umar Iqbal, Pouneh Nikkhah Bahrami, Rahmadi Trimananda, Hao Cui, Alexander Gamero-Garrido, Daniel Dubois, David R. Choffnes, Athina Markopoulou, Franziska Roesner, Zubair Shafiq: Your Echos are Heard: Tracking, Profiling, and Ad Targeting in the Amazon Smart Speaker Ecosystem. CoRR abs/2204.10920, April, 2022
Zhenyu Zhang, Caleb Johnson, Nalini Venkatasubramanian, Shangping Ren: Process scenario discovery from event logs based on activity and timing information. J. Syst. Archit. 125: 102435, April, 2022
Hyunjin Kim, Mohammed Alnemari, Nader Bagherzadeh: A storage-efficient ensemble classification using filter sharing on binarized convolutional neural networks. PeerJ Comput. Sci. 8: e924, March, 2022
Sahand Salamat, Hui Zhang, Yang-Seok Ki, Tajana Rosing: NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD. ACM Trans. Reconfigurable Technol. Syst. 15(2): 16:1-16:29, March, 2022
Changsheng You, Qingqing Wu, Yuanwei Liu, Robert Schober, A. Lee Swindlehurst: Guest Editorial Special Issue on Intelligent Reflecting Surface for Green Communication, Computing, and Sensing. IEEE Trans. Green Commun. Netw. 6(1): 160-162, March, 2022
Gui Zhou, Cunhua Pan, Hong Ren, Petar Popovski, A. Lee Swindlehurst: Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems. IEEE Trans. Signal Process. 70: 1478-1492, March, 2022
Gongjin Sun, Seongyoung Kang, Sang-Woo Jun: BurstZ+: Eliminating The Communication Bottleneck of Scientific Computing Accelerators via Accelerated Compression. ACM Trans.
Reconfigurable Technol. Syst. 15(2): 21:1-21:34, March, 2022Sultangali Arzykulov, Abdulkadir Celik, Galymzhan Nauryzbayev, Ahmed M. Eltawil: UAV-Assisted Cooperative & Cognitive NOMA: Deployment, Clustering, and Resource Allocation. IEEE Trans. Cogn. Commun. Netw. 8(1): 263-281, March, 2022
Liping Wang, Saideep Tiku, Sudeep Pasricha: CHISEL: Compression-Aware High-Accuracy Embedded Indoor Localization With Deep Learning. IEEE Embed. Syst. Lett. 14(1): 23-26, March, 2022
Hasan Erdem Yantir, Ahmed M. Eltawil, Khaled N. Salama: A hardware/software co-design methodology for in-memory processors. J. Parallel Distributed Comput. 161: 63-71, March, 2022
Sankha Baran Dutta, Hoda Naghibijouybari, Arjun Gupta, Nael B. Abu-Ghazaleh, Andres Marquez, Kevin J. Barker: Spy in the GPU-box: Covert and Side Channel Attacks on Multi-GPU Systems. CoRR abs/2203.15981, March, 2022
Onat Güngör, Tajana Rosing, Baris Aksanli: RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR abs/2203.08148, March, 2022
Zhihao Yao, Seyed Mohammadjavad Seyed Talebi, Mingyi Chen, Ardalan Amiri Sani, Thomas Anderson: A Personal Computer for a Distrustful World. CoRR abs/2203.08284, March, 2022
Takami Sato, Qi Alfred Chen: Towards Driving-Oriented Metric for Lane Detection Models. CoRR abs/2203.16851, March, 2022
Mohammed E. Fouda, Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: In-memory Associative Processors: Tutorial, Potential, andChallenges. CoRR abs /2203.00662, March, 2022
Ang Li, Chao Shen, Xuewen Liao, Christos Masouros, A. Lee Swindlehurst: Block-Level Interference Exploitation Precoding without Symbol-by-Symbol Optimization. CoRR abs/2203.12502, March, 2022
Mohammed E. Fouda, Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: In-memory Associative Processors: Tutorial, Potential, and Challenges. CoRR abs/2203.00662, March, 2022
Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Cheng Zhuo, Thomas Kämpfe, Kai Ni: An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine. CoRR abs/2203.07948, March, 2022
Ulices Santa Cruz, Yasser Shoukry: NNLander-VeriF: A Neural Network Formal Verification Framework for Vision-Based Autonomous Aircraft Landing. CoRR abs/2203.15841, March, 2022
Jinane Bazzi, Jana Sweidan, Mohammed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil: Efficient Analog CAM Design. CoRR abs/2203.02500, March, 2022
Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt: SC2: Supervised Compression for Split Computing. CoRR abs/2203.08875, March, 2022
Chenxi Wang, Yifan Qiao, Haoran Ma, Shi Liu, Yiying Zhang, Wenguang Chen, Ravi Netravali, Miryung Kim, Guoqing Harry Xu: Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory. CoRR abs/2203.09615, March, 2022
Junjie Shen, Ningfei Wang, Ziwen Wan, Yunpeng Luo, Takami Sato, Zhisheng Hu, Xinyang Zhang, Shengjian Guo, Zhenyu Zhong, Kang Li, Ziming Zhao, Chunming Qiao, Qi Alfred Chen: SoK: On the Semantic AI Security in Autonomous Driving. CoRR abs/2203.05314, March, 2022
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. ACM Trans. Internet Things 3(1): 3:1-3:30, February, 2022
Marc Reichenbach, Matthias Jung, Alex Orailoglu: Guest Editorial: Special Issue on 2020 IEEE International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS 2020). Int. J. Parallel Program. 50(2): 187-188, February, 2022
Jaya Singh, Ayush Sinha, Priyanka Goli, Venkatesan Subramanian, Sandeep Kumar Shukla, Om Prakash Vyas: Insider attack mitigation in a smart metering infrastructure using reputation score and blockchain technology. Int. J. Inf. Sec. 21(3): 527-546, February, 2022
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. ACM Trans. Internet Things 3(1): 3:1-3:30, February, 2022
Kevin Choi, Luca Bedogni, Marco Levorato: Enabling Green Crowdsourced Social Delivery Networks in Urban Communities. Sensors 22(4): 1541, February, 2022
Qingrong Huang, Dayane Reis, Chao Li, Di Gao, Michael T. Niemier, Xiaobo Sharon Hu, Mohsen Imani, Xunzhao Yin, Cheng Zhuo: Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic. IEEE Des. Test 39(2): 56-64, February, 2022
Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Houman Homayoun, Nicholas R. Waytowich, Tinoosh Mohsenin: A Hardware Accelerator for Language-Guided Reinforcement Learning. IEEE Des. Test 39(3): 37-44, February, 2022
Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque: EcoFusion: Energy-Aware Adaptive Sensor Fusion for Efficient Autonomous Vehicle Perception. CoRR abs/2202.11330, February, 2022
Salma Elmalaki, Bo-Jhang Ho, Moustafa Alzantot, Yasser Shoukry, Mani B. Srivastava: VindiCo: Privacy Safeguard Against Adaptation Based Spyware in Human-in-the-Loop IoT. CoRR abs/2202.01348, February, 2022
Emmanouil Alimpertis, Athina Markopoulou, Carter T. Butts, Evita Bakopoulou, Konstantinos Psounis: A Unified Prediction Framework for Signal Maps. CoRR abs/2202.03679, February, 2022
Hieu Le, Salma Elmalaki, Athina Markopoulou, Zubair Shafiq: AutoFR: Automated Filter Rule Generation for Adblocking. CoRR abs/2202.12872, February, 2022
Ang Li, Chao Shen, Xuewen Liao, Christos Masouros, A. Lee Swindlehurst: Practical Interference Exploitation Precoding without Symbol-by-Symbol Optimization: A Block-Level Approach. CoRR abs/2202.09830, February, 2022
Zhangjie Peng, Ruisong Weng, Cunhua Pan, Gui Zhou, Marco Di Renzo, A. Lee Swindlehurst: Robust Transmission Design for RIS-assisted Secure Multiuser Communication Systems in the Presence of Hardware Impairments. CoRR abs/2202.11860, February, 2022
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt: Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks. CoRR abs/2202.10541, February, 2022
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt: Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks. CoRR abs/2202.11098, February, 2022
Ender Ayanoglu, Filippo Capolino, A. Lee Swindlehurst: Wave-Controlled Metasurface-Based Reconfigurable Intelligent Surfaces. CoRR abs/2202.03273, February, 2022
Hieu Le, Salma Elmalaki, Athina Markopoulou, Zubair Shafiq: AutoFR: Automated Filter Rule Generation for Adblocking. CoRR abs/2202.12872, February, 2022
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt: Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks. CoRR abs/2202.10541, February, 2022
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt: Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks. CoRR abs/2202.11098, February, 2022
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt: Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks. CoRR abs/2202.10541, February, 2022
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt: Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks. CoRR abs/2202.11098, February, 2022
Cunhua Pan, Ying-Chang Liang, Marco Di Renzo, A. Lee Swindlehurst, Vincenzo Sciancalepore: Ieee Access Special Section Editorial: Reconfigurable Intelligent Surface Aided Communications for 6G and Beyond. IEEE Access 10: 19443-19446, February, 2022
Maximilian Götzinger, Arman Anzanpour, Iman Azimi, Nima TaheriNejad, Axel Jantsch, Amir M. Rahmani, Pasi Liljeberg: Confidence-Enhanced Early Warning Score Based on Fuzzy Logic. Mob. Networks Appl. 27(2): 691-708, February, 2022
Arnab Neelim Mazumder, Haoran Ren, Hasib-Al Rashid, Morteza Hosseini, Vandana Chandrareddy, Houman Homayoun, Tinoosh Mohsenin: Automatic Detection of Respiratory Symptoms Using a Low-Power Multi-Input CNN Processor. IEEE Des. Test 39(3): 82-90, February, 2022
Nima TaheriNejad, Paolo Perego, Amir M. Rahmani: Mobile Health Technology: From Daily Care and Pandemics to their Energy Consumption and Environmental Impact. Mob. Networks Appl. 27(2): 652-656, February, 2022
Amr M. AbdelAty, Mohammed E. Fouda, Ahmed M. Eltawil: Parameter Estimation of Two Spiking Neuron Models With Meta-Heuristic Optimization Algorithms. Frontiers Neuroinformatics 16: 771730, February, 2022
Tongsheng Geng, Marcos Amaris, Stéphane Zuckerman, Alfredo Goldman, Guang R. Gao, Jean-Luc Gaudiot: A Profile-Based AI-Assisted Dynamic Scheduling Approach for Heterogeneous Architectures. Int. J. Parallel Program. 50(1): 115-151, February, 2022
Amr M. AbdelAty, Mohamed E. Fouda, Ahmed M. Eltawil: On numerical approximations of fractional-order spiking neuron models. Commun. Nonlinear Sci. Numer.Simul. 105: 106078, February, 2022
Shantanu Sharma, Sharad Mehrotra, Nisha Panwar, Nalini Venkatasubramanian, Peeyush Gupta, Shanshan Han, Guoxi Wang: Quest: Privacy-Preserving Monitoring of Network Data: A System for Organizational Response to Pandemics. IEEE Trans. Serv. Comput. 15(3): 1233-1250, January, 2022
Mohammed E. Fouda, Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: In-Memory Associative Processors: Tutorial, Potential, and Challenges. IEEE Trans. Circuits Syst. II Express Briefs 69(6): 2641-2647, January, 2022
Rang Liu, Ming Li, Qian Liu, A. Lee Swindlehurst: Joint Waveform and Filter Designs for STAP-SLP-Based MIMO-DFRC Systems. IEEE J. Sel. Areas Commun. 40(6): 1918-1931, January, 2022
Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Haosen Wang: LkeRec: Toward Lightweight End-to-End Joint Representation Learning for Building Accurate and Effective Recommendation. ACM Trans. Inf. Syst. 40(3): 54:1-54:28, January, 2022
Elham Shamsa, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani: Concurrent Application Bias Scheduling for Energy Efficiency of Heterogeneous Multi-Core Platforms. IEEE Trans. Computers 71(4): 743-755, January, 2022
Charles Steinmetz, Greyce N. Schroeder, Ricardo Nagel Rodrigues, Achim Rettberg, Carlos Eduardo Pereira: Key-Components for Digital Twin Modeling With Granularity: Use Case Car-as-a-Service. IEEE Trans. Emerg. Top. Comput. 10(1): 23-33, January, 2022
Min-Yih Hsu, David Gens, Michael Franz: MCAD: Beyond Basic-Block Throughput Estimation Through Differential, Instruction-Level Tracing. CoRR abs/2201.04804, January, 2022
Amira Guesmi, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Ihsen Alouani: ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints. CoRR abs/2201.01621, January, 2022
Davide Callegaro, Francesco Restuccia, Marco Levorato: SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection. CoRR abs/2201.04235, January, 2022
Junchen Zhao, Yurun Song, Junlin Wang, Ian G. Harris: GAP-Gen: Guided Automatic Python Code Generation. CoRR abs/2201.08810, January, 2022
Salar Jafarlou, Jocelyn Lai, Zahra Mousavi, Sina Labbaf, Ramesh C. Jain, Nikil D. Dutt, Jessica L. Borelli, Amir M. Rahmani: Objective Prediction of Tomorrow’s Affect Using Multi-Modal Physiological Data and Personal Chronicles: A Study of Monitoring College Student Well-being in 2020. CoRR abs/2201.11230, January, 2022
Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Amir Hosein Afandizadeh Zargari, Nikil D. Dutt, Amir M. Rahmani: Novel Blood Pressure Waveform Reconstruction from Photoplethysmography using Cycle Generative Adversarial Networks. CoRR abs/2201.09976, January, 2022
Upendra Bartwal, Subhasis Mukhopadhyay, Rohit Negi, Sandeep K. Shukla: Security Orchestration, Automation, and Response Engine for Deployment of Behavioural Honeypots. CoRR abs/2201.05326, January, 2022
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama: Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time. CoRR abs/2201.07210, January, 2022
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: Roadmap for Cybersecurity in Autonomous Vehicles. CoRR abs/2201.10349, January, 2022
Ziwen Wan, Junjie Shen, Jalen Chuang, Xin Xia, Joshua Garcia, Jiaqi Ma, Qi Alfred Chen: Too Afraid to Drive: Systematic Discovery of Semantic DoS Vulnerability in Autonomous Driving Planning under Physical-World Attacks. CoRR abs/2201.04610, January, 2022
Qingzhao Zhang, Shengtuo Hu, Jiachen Sun, Qi Alfred Chen, Z. Morley Mao: On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles. CoRR abs/2201.05057, January, 2022
Kenneth Stewart, Emre Neftci: Meta-learning Spiking Neural Networks with Surrogate Gradient Descent. CoRR abs/2201.10777, January, 2022
Abhishek Balasubramaniam, Sudeep Pasricha: Object Detection in Autonomous Vehicles: Status and Open Challenges. CoRR abs/2201.07706, January, 2022
Salar Jafarlou, Jocelyn Lai, Zahra Mousavi, Sina Labbaf, Ramesh C. Jain, Nikil D. Dutt, Jessica L. Borelli, Amir M. Rahmani: Objective Prediction of Tomorrow’s Affect Using Multi-Modal Physiological Data and Personal Chronicles: A Study of Monitoring College Student Well-being in 2020. CoRR abs/2201.11230, January, 2022
Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Amir Hosein Afandizadeh Zargari, Nikil D. Dutt, Amir M. Rahmani: Novel Blood Pressure Waveform Reconstruction from Photoplethysmography using Cycle Generative Adversarial Networks. CoRR abs/2201.09976, January, 2022
Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque: HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception. CoRR abs/2201.06644, January, 2022
Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali: GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge. CoRR abs/2201.07705, January, 2022
Ozcan Ozturk, Sabri Pllana, Smaïl Niar, Kaoutar El Maghraoui: Special issue on recent advances in autonomous vehicle solutions in the digital continuum. Computing 104(3): 459-460, January, 2022
Maryam Hemmati, Morteza Biglari-Abhari, Smaïl Niar: Adaptive Real-Time Object Detection for Autonomous Driving Systems. J. Imaging 8(4): 106, January, 2022
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio Batista de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, Rolf Ernst: The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing. IEEE Trans. Emerg. Top. Comput. 10(1): 250-266, January, 2022
Mohammed E. Fouda, Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: In-Memory Associative Processors: Tutorial, Potential, and Challenges. IEEE Trans. Circuits Syst. II Express Briefs 69(6): 2641-2647, January, 2022
Abhijitt Dhavlle, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: Imitating Functional Operations for Mitigating Side-Channel Leakage. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 868-881, January, 2022
Omid Assare, Rajesh K. Gupta: Performance Analysis of Timing-Speculative Processors. IEEE Trans. Computers 71(2): 407-420, January, 2022
Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio: Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2045-2056, January, 2022
Haoran Pu, Omid Malekzadeh-Arasteh, Ahmad Reza Danesh, Zoran Nenadic, An H. Do, Payam Heydari: A CMOS Dual-Mode Brain-Computer Interface Chipset With 2-mV Precision Time-Based Charge Balancing and Stimulation-Side Artifact Suppression. IEEE J. Solid State Circuits 57(6): 1824-1840, January, 2022
Haoran Pu, Omid Malekzadeh-Arasteh, Ahmad Reza Danesh, Zoran Nenadic, An H. Do, Payam Heydari: A CMOS Dual-Mode Brain-Computer Interface Chipset With 2-mV Precision Time-Based Charge Balancing and Stimulation-Side Artifact Suppression. IEEE J. Solid State Circuits 57(6): 1824-1840, January, 2022
Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, Jaeyoung Kang, Yeseong Kim, Tajana Simunic Rosing: COSMO: Computing with Stochastic Numbers in Memory. ACM J. Emerg. Technol. Comput. Syst. 18(2): 37:1-37:25, January, 2022
Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing: Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 897-907, January, 2022
Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad, Mohsen Imani, Raju Gottumukkala: Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive Memory. IEEE Trans. Circuits Syst. II Express Briefs 69(5): 2423-2427, January, 2022
Congmiao Li, Jean-Luc Gaudiot: Detecting Spectre Attacks Using Hardware Performance Counters. IEEE Trans. Computers 71(6): 1320-1331, January, 2022
Shaoshan Liu, Jean-Luc Gaudiot: Rise of the Autonomous Machines. Computer 55(1): 64-73, January, 2022
Asmaa Abdallah, Abdulkadir Celik, Mohammad M. Mansour, Ahmed M. Eltawil: Deep Learning-Based Frequency-Selective Channel Estimation for Hybrid mmWave MIMO Systems. IEEE Trans. Wirel. Commun. 21(6): 3804-3821, January, 2022
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Graph Learning for Cognitive Digital Twins in Manufacturing Systems. IEEE Trans. Emerg. Top. Comput. 10(1): 34-45, January, 2022
Onat Güngör, Tajana Rosing, Baris Aksanli: DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. 9(4): 3125-3134, January, 2022
Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing: Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 897-907, January, 2022
Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, Jaeyoung Kang, Yeseong Kim, Tajana Simunic Rosing: COSMO: Computing with Stochastic Numbers in Memory. ACM J. Emerg. Technol. Comput. Syst. 18(2): 37:1-37:25, January, 2022
Abdulkadir Celik, Khaled N. Salama, Ahmed M. Eltawil: The Internet of Bodies: A Systematic Survey on Propagation Characterization and Channel Modeling. IEEE Internet Things J. 9(1): 321-345, January, 2022
Galymzhan Nauryzbayev, Orken Omarov, Sultangali Arzykulov, Khaled M. Rabie, Xingwang Li, Ahmed M. Eltawil: Performance limits of wireless powered cooperative NOMA over generalized fading. Trans. Emerg. Telecommun. Technol. 33(4), January, 2022
Daniele Jahier Pagliari, Frank Schirrmeister, Nader Bagherzadeh, Enrico Macii: Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0. IEEE Trans. Emerg. Top. Comput. 10(1): 6-8, January, 2022
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio Batista de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, Rolf Ernst: The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing. IEEE Trans. Emerg. Top. Comput. 10(1): 250-266, January, 2022
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio Batista de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, Rolf Ernst: The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing. IEEE Trans. Emerg. Top. Comput. 10(1): 250-266, January, 2022
Jeffrey Miller, Charles Wallace, Frank Vahid: Member spotlight. ACM SIGCSE Bull. 54(1): 8-9, January, 2022
Tinoosh Mohsenin, Inna Partin-Vaisband, Houman Homayoun, Jae-Sun Seo, Xin Zhang: Guest Editorial Cross-Layer Designs, Methodologies, and Systems to Enable Micro AI for On-Device Intelligence. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 527-531, December, 2021
Fatemeh Davami, Sahar Adabi, Ali Rezaee, Amir Masoud Rahmani: Distributed scheduling method for multiple workflows with parallelism prediction and DAG prioritizing for time constrained cloud applications. Comput. Networks 201: 108560, December, 2021
Babak Farhadi, Amir Masoud Rahmani, Parvaneh Asghari, Mehdi Hosseinzadeh: Friendship selection and management in social internet of things: A systematic review. Comput. Networks 201: 108568, December, 2021
Mayank Pandey, Rachit Agarwal, Sandeep Kumar Shukla, Nishchal Kumar Verma: Reputation-based PoS for the Restriction of Illicit Activities on Blockchain: Algorand Usecase. CoRR abs/2112.11024, December, 2021
Deepesh Chaudhari, Rachit Agarwal, Sandeep Kumar Shukla: Towards Malicious address identification in Bitcoin. CoRR abs/2112.11721, December, 2021
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: AMSER: Adaptive Multi-modal Sensing for Energy Efficient and Resilient eHealth Systems. CoRR abs/2112.08176, December, 2021
Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty: CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks. CoRR abs/2112.06098, December, 2021
Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty: Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis. CoRR abs/2112.07485, December, 2021
Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast: DeFT: A Deadlock-Free and Fault-Tolerant Routing Algorithm for 2.5D Chiplet Networks. CoRR abs/2112.09234, December, 2021
Evita Bakopoulou, Jiang Zhang, Justin Ley, Konstantinos Psounis, Athina Markopoulou: Location Leakage in Federated Signal Maps. CoRR abs/2112.03452, December, 2021
Peyman Tehrani, Francesco Restuccia, Marco Levorato: Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks. CoRR abs/2112.03465, December, 2021
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: AMSER: Adaptive Multi-modal Sensing for Energy Efficient and Resilient eHealth Systems. CoRR abs/2112.08176, December, 2021
Ali Heydari Gorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou: In-storage Processing of I/O Intensive Applications on Computational Storage Drives. CoRR abs/2112.12415, December, 2021
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque: Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things. CoRR abs/2112.07901, December, 2021
Sumaya Almanee, Xiafa Wu, Yuqi Huai, Qi Alfred Chen, Joshua Garcia: scenoRITA: Generating Less-Redundant, Safety-Critical and Motion Sickness-Inducing Scenarios for Autonomous Vehicles. CoRR abs/2112.09725, December, 2021
Mayank Pandey, Rachit Agarwal, Sandeep Kumar Shukla, Nishchal Kumar Verma: Reputation-based PoS for the Restriction of Illicit Activities on Blockchain: Algorand Usecase. CoRR abs/2112.11024, December, 2021
Manik Dautta, Abel Jimenez, Kazi Khurshidi Haque Dia, Nafiul Rashid, Mohammad Abdullah Al Faruque, Peter Tseng: Wireless Qi-Powered, Multinodal and Multisensory Body Area Network for Mobile Health. IEEE Internet Things J. 8(9): 7600-7609, November, 2021
Han Wang, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun: Enabling Micro AI for Securing Edge Devices at Hardware Level. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 803-815, November, 2021
Omed Hassan Ahmed, Joan Lu, Qiang Xu, Aram Mahmood Ahmed, Amir Masoud Rahmani, Mehdi Hosseinzadeh: Using differential evolution and Moth-Flame optimization for scientific workflow scheduling in fog computing. Appl. Soft Comput. 112: 107744, November, 2021
Venus Mohammadi, Amir Masoud Rahmani, Aso Mohammad Darwesh, Amir Sahafi: Trust-based Friend Selection Algorithm for navigability in social Internet of Things. Knowl. Based Syst. 232: 107479, November, 2021
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu: Stateful Dynamic Partial Order Reduction for Model Checking Event-Driven Applications that Do Not Terminate. CoRR abs/2111.05290, November, 2021
Xiaowu Sun, Yasser Shoukry: NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems. CoRR abs/2111.08853, November, 2021
James Ferlez, Haitham Khedr, Yasser Shoukry: Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks. CoRR abs/2111.09293, November, 2021
Safwen Naimi, Rien van Leeuwen, Wided Souidène, Slim Ben Saoud: Hybrid BYOL-ViT: Efficient approach to deal with small datasets. CoRR abs/2111.04845, November, 2021
Elnaz Zafarani-Moattar, Mohammad Reza Kangavari, Amir Masoud Rahmani: A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets. CoRR abs/2111.08658, November, 2021
Saideep Tiku, Sudeep Pasricha: Siamese Neural Encoders for Long-Term Indoor Localization with Mobile Devices. CoRR abs/2112.00654, November, 2021
Yoo Jeong Ha, Soyi Jung, Jae-Hyun Kim, Marco Levorato, Joongheon Kim: Spatio-Temporal Split Learning for Autonomous Aerial Surveillance using Urban Air Mobility (UAM) Networks. CoRR abs/2111.11856, November, 2021
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu: Stateful Dynamic Partial Order Reduction for Model Checking Event-Driven Applications that Do Not Terminate. CoRR abs/2111.05290, November, 2021
Masoomeh Jasemi, Shaahin Hessabi, Nader Bagherzadeh: Enhancing Reliability of Emerging Memory Technology for Machine Learning Accelerators. IEEE Trans. Emerg. Top. Comput. 9(4): 2234-2240, October, 2021
Javad Talafy, Farzaneh Zokaee, Hamid R. Zarandi, Nader Bagherzadeh: A High Performance, Multi-Bit Output Logic-in-Memory Adder. IEEE Trans. Emerg. Top. Comput. 9(4): 2223-2233, October, 2021
Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim: An Interpretable Machine Learning Model Enhanced Integrated CPU-GPU DVFS Governor. ACM Trans. Embed. Comput. Syst. 20(6): 108:1-108:28, October, 2021
Ulkar Ahmadova, Mustafa Mustafayev, Behnam Kiani Kalejahi, Saeed Saeedvand, Amir Masoud Rahmani: Big data applications on the Internet of Things: A systematic literature review. Int. J. Commun. Syst. 34(18), October, 2021
Amir Masoud Rahmani, Seyedeh Yasaman Hosseini Mirmahaleh: A predictor circuit and a delay-aware algorithm for identifying data transfer pattern on NoC-based communication networks. Microelectron. J. 116: 105250, October, 2021
A. Lee Swindlehurst, Gui Zhou, Rang Liu, Cunhua Pan, Ming Li: Channel Estimation with Reconfigurable Intelligent Surfaces – A General Framework. CoRR abs/2110.00553, October, 2021
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha: Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. CoRR abs/2110.06105, October, 2021
Amir Hosein Afandizadeh Zargari, Marzieh Ashrafiamiri, Minjun Seo, Sai Manoj Pudukotai Dinakarrao, Mohammed E. Fouda, Fadi J. Kurdahi: CAPTIVE: Constrained Adversarial Perturbations to Thwart IC Reverse Engineering. CoRR abs/2110.11459, October, 2021
Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun: Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. CoRR abs/2110.00846, October, 2021
Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani: Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework. CoRR abs/2110.00214, October, 2021
Mira Hout, Mohammed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil: In-memory Multi-valued Associative Processor. CoRR abs/2110.09643, October, 2021
Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki: Future of Smart Classroom in the Era of Wearable Neurotechnology. CoRR abs/2110.11475, October, 2021
Shih-Yuan Yu, Arnav Vaibhav Malawade, Mohammad Abdullah Al Faruque: Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing. CoRR abs/2110.02259, October, 2021
Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki: Future of Smart Classroom in the Era of Wearable Neurotechnology. CoRR abs/2110.11475, October, 2021
Arnav V. Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction. CoRR abs/2111.06123, October, 2021
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque: SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. ACM Trans. Embed. Comput. Syst. 20(5s): 75:1-75:22 Z, September, 2021
Tianyi Zhang, Minjun Seo, Bryan Donyanavard, Nikil D. Dutt, Fadi J. Kurdahi: Predicting Failures in Embedded Systems Using Long Short-Term Inference. IEEE Embed. Syst. Lett. 13(3): 85-89, September, 2021
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition. IEEE Embed. Syst. Lett. 13(3): 142-145, September, 2021
Biswadip Maity, Saehanseul Yi, Dongjoo Seo, Leming Cheng, Sung-Soo Lim, Jong-Chan Kim, Bryan Donyanavard, Nikil D. Dutt: Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems. ACM Trans. Embed. Comput. Syst. 20(5s): 74:1-74:22, September, 2021
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition. IEEE Embed. Syst. Lett. 13(3): 142-145, September, 2021
Xiaowu Sun, Wael Fatnassi, Ulices Santa Cruz, Yasser Shoukry: Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach. CoRR abs/2109.01255, September, 2021
James Ferlez, Yasser Shoukry: Assured Neural Network Architectures for Control and Identification of Nonlinear Systems. CoRR abs/2109.10298, September, 2021
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha: SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. CoRR abs/2109.04459, September, 2021
Sooryaa Vignesh Thiruloga, Vipin Kumar Kukkala, Sudeep Pasricha: TENET: Temporal CNN with Attention for Anomaly Detection in Automotive Cyber-Physical Systems. CoRR abs/2109.04565, September, 2021
Jason Kamran Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu: Training Spiking Neural Networks Using Lessons From Deep Learning. CoRR abs/2109.12894, September, 2021
Kamilya Smagulova, Mohammed E. Fouda, Fadi J. Kurdahi, Khaled N. Salama, Ahmed M. Eltawil: Resistive Neural Hardware Accelerators. CoRR abs/2109.03934, September, 2021
Ali Shaib, Mohamad H. Naim, Mohammed E. Fouda, Rouwaida Kanj, Fadi J. Kurdahi: Efficient Noise Mitigation Technique for Quantum Computing. CoRR abs/2109.05136, September, 2021
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: A System for Producing Videos with Verifiable Provenance. CoRR abs/2109.12712, September, 2021
Shaoshan Liu, Yuhao Zhu, Bo Yu, Jean-Luc Gaudiot, Guang R. Gao: The Promise of Dataflow Architectures in the Design of Processing Systems for Autonomous Machines. CoRR abs/2109.07047, September, 2021
Kamilya Smagulova, Mohammed E. Fouda, Fadi J. Kurdahi, Khaled N. Salama, Ahmed M. Eltawil: Resistive Neural Hardware Accelerators. CoRR abs/2109.03934, September, 2021
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque: roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs. CoRR abs/2109.01183, September, 2021
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Graph Learning for Cognitive Digital Twins in Manufacturing Systems. CoRR abs/2109.08632, September, 2021
Won Park, Nan Liu, Qi Alfred Chen, Z. Morley Mao: Sensor Adversarial Traits: Analyzing Robustness of 3D Object Detection Sensor Fusion Models. CoRR abs/2109.06363, September, 2021
Jeffrey L. Krichmar: Gerald Edelman’s Steps Toward a Conscious Artifact. J. Artif. Intell. Conscious. 8(2): 325-333, September, 2021
Morteza Hosseini, Nitheesh Kumar Manjunath, Bharat Prakash, Arnab Neelim Mazumder, Vandana Chandrareddy, Houman Homayoun, Tinoosh Mohsenin:
Cyclic Sparsely Connected Architectures for Compact Deep Convolutional Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 29(10): 1757-1770, September, 2021
Tianyi Zhang, Minjun Seo, Bryan Donyanavard, Nikil D. Dutt, Fadi J. Kurdahi: Predicting Failures in Embedded Systems Using Long Short-Term Inference. IEEE Embed. Syst. Lett. 13(3): 85-89, September, 2021
Stephan Adolf, Wolfgang Nebel: Abstraction NBTI model. it Inf. Technol. 63(5-6): 299-310, September, 2021
Dharanidhar Dang, Sai Vineel Reddy Chittamuru, Sudeep Pasricha, Rabi N. Mahapatra, Debashis Sahoo: BPLight-CNN: A Photonics-Based Backpropagation Accelerator for Deep Learning. ACM J. Emerg. Technol. Comput. Syst. 17(4): 49:1-49:26, September, 2021
Saideep Tiku, Prathmesh Kale, Sudeep Pasricha: QuickLoc: Adaptive Deep-Learning for Fast Indoor Localization with Mobile Devices. ACM Trans. Cyber Phys. Syst. 5(4): 44:1-44:30, September, 2021
Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha: ROBIN: A Robust Optical Binary Neural Network Accelerator. ACM Trans. Embed. Comput. Syst. 20(5s): 57:1-57:24, September, 2021
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: LATTE: LSTM Self-Attention based Anomaly Detection in E mbedded Automotive Platforms. ACM Trans. Embed. Comput. Syst. 20(5s): 67:1-67:23, September, 2021
Tong Chen, Jiqiang Liu, He Li, Shuoru Wang, Wenjia Niu, Endong Tong, Liang Chang, Qi Alfred Chen, Gang Li: Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View. J. Comput. Sci. Technol. 36(5): 1002-1021, September, 2021
Vaiyee Huynh, Guillaume Burger, Quoc Viet Dang, Raphaël Pelgé, Guilhem Boéris, Jessy W. Grizzle, Aaron D. Ames, Matthieu Masselin: Versatile Dynamic Motion Generation Framework: Demonstration With a Crutch-Less Exoskeleton on Real-Life Obstacles at the Cybathlon 2020 With a Complete Paraplegic Person. Frontiers Robotics AI 8: 723780, September, 2021
Soheyla ZakeriKia, Rahman Hajian, Seyed Hossein Erfani, Amir Masoud Rahmani: Robust and anonymous handover authentication scheme without key escrow problem in vehicular sensor networks. Wirel. Networks 27(7): 4997-5028, September, 2021
Deliang Chang, Shanshan Hao, Zhou Li, Baojun Liu, Xing Li: DNSWeight: Quantifying Country-Wise Importance of Domain Name System. IEEE Access 9: 133240-133257, September, 2021
Sang-Woong Lee, Saqib Ali, Mohammad Sadegh Yousefpoor, Efat Yousefpoor, Pooia Lalbakhsh, Danial Javaheri, Amir Masoud Rahmani, Mehdi Hosseinzadeh:
An Energy-Aware and Predictive Fuzzy Logic-Based Routing Scheme in Flying Ad Hoc Networks (FANETs). IEEE Access 9: 129977-130005, September, 2021
Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque: Stealing Neural Network Structure Through Remote FPGA Side-Channel Analysis. IEEE Trans. Inf. Forensics Secur. 16: 4377-4388, August, 2021
Jeffrey L. Krichmar, James Leland Olds, Juan Vicente Sánchez-Andrés, Huajin Tang: Editorial: Explainable Artificial Intelligence and Neuroscience: Cross-Disciplinary Perspectives. Frontiers Neurorobotics 15: 731733, August, 2021
Sang-Woong Lee, Haval Mohammed sidqi, Mokhtar Mohammadi, Shima Rashidi, Amir Masoud Rahmani, Mohammad Masdari, Mehdi Hosseinzadeh: Towards secure intrusion detection systems using deep learning techniques: Comprehensive analysis and review. J. Netw. Comput. Appl. 187: 103111, August, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. CoRR abs/2108.02293, August, 2021
Iknoor Singh, Carolina Scarton, Kalina Bontcheva: Multistage BiCross Encoder: Team GATE Entry for MLIA Multilingual Semantic Search Task 2. CoRR abs/2101.03013, August, 2021
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. CoRR abs/2108.01169, August, 2021
Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst: A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication. CoRR abs/2108.04436, August, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. CoRR abs/2108.02293, August, 2021
Nafiul Rashid, Luke Chen, Manik Dautta , Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque: Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. CoRR abs/2108.03166, August, 2021
Banwari Lal, Rachit Agarwal, Sandeep Kumar Shukla: Understanding Money Trails of Suspicious Activities in a cryptocurrency-based Blockchain. CoRR abs/2108.11818, August, 2021
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. CoRR abs/2108.01169, August, 2021
Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt: Supervised Compression for Resource-constrained Edge Computing Systems. CoRR abs/2108.11898, August, 2021
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. CoRR abs/2108.01169, August, 2021
Nafiul Rashid, Luke Chen, Manik Dautta , Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque: Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. CoRR abs/2108.03166, August, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. CoRR abs/2108.02293, August, 2021
Bowen Tang, Chenggang Wu, Zhe Wang, Lichen Jia, Pen-Chung Yew, Yueqiang Cheng, Yinqian Zhang, Chenxi Wang, Guoqing Harry Xu: SpecBox: A Label-Based Transparent Speculation Scheme Against Transient Execution Attacks. CoRR abs/2107.08367, July, 2021
Tiago Mück, Bryan Donyanavard, Biswadip Maity, Kasra Moazzemi, Nikil D. Dutt: MARS: Middleware for Adaptive Reflective Computer Systems. CoRR abs/2107.11417, July, 2021
Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque: GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. CoRR abs/2107.09130, July, 2021
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque: LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. CoRR abs/2107.09309, July, 2021
Tuo Zhou, Shih-Yuan Yu, Matthew Michaels, Fangzhou Du, Lawrence Kulinsky, Mohammad Abdullah Al Faruque: Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly. CoRR abs/2107.10823, July, 2021
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque: SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. CoRR abs/2107.10895, July, 2021
Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque: HW2VEC: A Graph Learning Tool for Automating Hardware Security. CoRR abs/2107.12328, July, 2021
Ali Tazarv, Sina Labbaf, Stephanie M. Reich, Nikil D. Dutt, Amir M. Rahmani, Marco Levorato: Personalized Stress Monitoring using Wearable Sensors in Everyday Settings. CoRR abs/2108.00144, July, 2021
Liping Wang, Saideep Tiku, Sudeep Pasricha: CHISEL: Compression-Aware High-Accuracy Embedded Indoor Localization with Deep Learning. CoRR abs/2107.01192, July, 2021
Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha: ROBIN: A Robust Optical Binary Neural Network Accelerator. CoRR abs/2107.05530, July, 2021
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: LATTE: LSTM Self-Attention based Anomaly Detection in Embedded Automotive Platforms. CoRR abs/2107.05561, July, 2021
Ali Tazarv, Marco Levorato: A Deep Learning Approach to Predict Blood Pressure from PPG Signals. CoRR abs/2108.00099, July, 2021
Ali Tazarv, Sina Labbaf, Stephanie M. Reich, Nikil D. Dutt, Amir M. Rahmani, Marco Levorato: Personalized Stress Monitoring using Wearable Sensors in Everyday Settings. CoRR abs/2108.00144, July, 2021
Tiago Mück, Bryan Donyanavard, Biswadip Maity, Kasra Moazzemi, Nikil D. Dutt: MARS: Middleware for Adaptive Reflective Computer Systems. CoRR abs/2107.11417, July, 2021
Yasamin Moghaddas, Tommy Nguyen, Shih-Yuan Yu, Rozhin Yasaei, Mohammad Abdullah Al Faruque: Technical Report for HW2VEC – A Graph Learning Tool for Automating Hardware Security. CoRR abs/2108.00078, July, 2021
Takami Sato, Qi Alfred Chen: On Robustness of Lane Detection Models to Physical-World Adversarial Attacks in Autonomous Driving. CoRR abs/2107.02488, July, 2021
Hoda Naghibijouybari, Ajaya Neupane, Zhiyun Qian, Nael B. Abu-Ghazaleh: Side Channel Attacks on GPUs. IEEE Trans. Dependable Secur. Comput. 18(4): 1950-1961, July, 2021
Zhiqiang Zuo, Kai Wang, Aftab Hussain, Ardalan Amiri Sani, Yiyu Zhang, Shenming Lu, Wensheng Dou, Linzhang Wang, Xuandong Li, Chenxi Wang, Guoqing Harry Xu: Systemizing Interprocedural Static Analysis of Large-scale Systems Code with Graspan. ACM Trans. Comput. Syst. 38(1-2): 4:1-4:39, July, 2021
Zhenyuan Li, Qi Alfred Chen, Runqing Yang, Yan Chen, Wei Ruan: Threat detection and investigation with system-level provenance graphs: A survey. Comput. Secur. 106: 102282, July, 2021
Nafiul Rashid, Manik Dautta, Peter Tseng, Mohammad Abdullah Al Faruque: HEAR: Fog-Enabled Energy-Aware Online Human Eating Activity Recognition. IEEE Internet Things J. 8(2): 860-868, July, 2021
Soheyb Ribouh, Kelvin Phan, Arnav Vaibhav Malawade, Yassin Elhillali, Atika Rivenq, Mohammad Abdullah Al Faruque: Channel State Information-Based Cryptographic Key Generation for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 22(12): 7496-7507, July, 2021
Seyedeh Yasaman Hosseini Mirmahaleh, Midia Reshadi, Nader Bagherzadeh, Ahmad Khademzadeh: Data scheduling and placement in deep learning accelerator. Clust. Comput. 24(4): 3651-3669, July, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Dynamic Reliability Management in Neuromorphic Computing. ACM J. Emerg. Technol. Comput. Syst. 17(4): 63:1-63:27, July, 2021
Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt: SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies. ACM Trans. Embed. Comput. Syst. 20(5): 48:1-48:26, July, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Dynamic Reliability Management in Neuromorphic Computing. ACM J. Emerg. Technol. Comput. Syst. 17(4): 63:1-63:27, July, 2021
Max Willian Soares Lima, Leonardo Guimarães, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato, Horacio A. B. Fernandes de Oliveira: A Small World Graph Approach for an Efficient Indoor Positioning System. Sensors 21(15): 5013, July, 2021
Soyi Jung, Joongheon Kim, Marco Levorato, Carlos Cordeiro, Jae-Hyun Kim: Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles. IEEE Trans. Veh. Technol. 70(8): 7307-7321, July, 2021
Amir Masoud Rahmani, Mokhtar Mohammadi, Shima Rashidi, Jan Lansky, Stanislava Mildeová, Masoumeh Safkhani, Saru Kumari, Mehdi Hosseinzadeh:
Questioning the Security of Three Recent Authentication and Key Agreement Protocols. IEEE Access 9: 98204-98217, July, 2021
Jan Lansky, Saqib Ali, Mokhtar Mohammadi, Mohammed Kamal Majeed, Sarkhel H. Taher Karim, Shima Rashidi, Mehdi Hosseinzadeh, Amir Masoud Rahmani:
Deep Learning-Based Intrusion Detection Systems: A Systematic Review. IEEE Access 9: 101574-101599, July, 2021
Mozhdeh Tanha, Mirsaeid Hosseini Shirvani, Amir Masoud Rahmani: A hybrid meta-heuristic task scheduling algorithm based on genetic and thermodynamic simulated annealing algorithms in cloud computing environments. Neural Comput. Appl. 33(24): 16951-16984, July, 2021
Abbas Najafizadeh, Afshin Salajegheh, Amir Masoud Rahmani, Amir Sahafi: Privacy-preserving for the internet of things in multi-objective task scheduling in cloud-fog computing using goal programming approach. Peer-to-Peer Netw. Appl. 14(6): 3865-3890, July, 2021
Ang Li, Christos Masouros, A. Lee Swindlehurst, Wei Yu: 1-Bit Massive MIMO Transmission: Embracing Interference with Symbol-Level Precoding. IEEE Commun. Mag. 59(5): 121-127, June, 2021
Cunhua Pan, Hong Ren, Kezhi Wang, Jonas Florentin Kolb, Maged Elkashlan, Ming Chen, Marco Di Renzo, Yang Hao, Jiangzhou Wang, A. Lee Swindlehurst, Xiaohu You, Lajos Hanzo: Reconfigurable Intelligent Surfaces for 6G Systems: Principles, Applications, and Research Directions. IEEE Commun. Mag. 59(6): 14-20, June, 2021
Febin P. Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha: ARXON: A Framework for Approximate Communication Over Photonic Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 29(6): 1206-1219, June, 2021
Hirak J. Kashyap, Charless C. Fowlkes, Jeffrey L. Krichmar: Sparse Representations for Object- and Ego-Motion Estimations in Dynamic Scenes. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2521-2534, June, 2021
Hoda Naghibijouybari, Ajaya Neupane, Zhiyun Qian, Nael B. Abu-Ghazaleh: Beyond the CPU: Side-Channel Attacks on GPUs. IEEE Des. Test 38(3): 15-21, June 2021
Huan Wang, Zisong Wang, Payam Heydari: An LO Leakage Suppression Technique for Blocker-Tolerant Wideband Receivers With High-Q Selectivity at RF Input. IEEE J. Solid State Circuits 56(6): 1682-1696, June, 2021
Mohammed E. Fouda, Chung-An Shen, Ahmed M. Eltawil: Blind Source Separation For Full-Duplex Systems: Potential and Challenges. IEEE Open J. Commun. Soc. 2: 1379-1389, June, 2021
Qingzhao Zhang, David Ke Hong, Ze Zhang, Qi Alfred Chen, Scott A. Mahlke, Z. Morley Mao: A Systematic Framework to Identify Violations of Scenario-dependent Driving Rules in Autonomous Vehicle Software. Proc. ACM Meas. Anal. Comput. Syst. 5(2): 15:1-15:25, June, 2021
Rajesh K. Gupta, David Atienza: Editorial. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1009, June 2021
Rajesh Gupta, Sudeep Tanwar, Neeraj Kumar: Secrecy-ensured NOMA-based cooperative D2D-aided fog computing under imperfect CSI. J. Inf. Secur. Appl. 59: 102812, June, 2021
Yan Jiang, Wei Liang, Jintian Tang, Hongbo Zhou, Kuan-Ching Li, Jean-Luc Gaudiot: A novel data representation framework based on nonnegative manifold regularisation. Connect. Sci. 33(2): 136-152, June, 2021
Zhongqi Cheng, Tim Schmidt, Rainer Dömer: Scaled Static Analysis and IP Reuse for Out-of-Order Parallel SystemC Simulation. Int. J. Parallel Program. 49(2): 200-215, June, 2020
Amine Mezghani, Daniel Plabst, A. Lee Swindlehurst, Inbar Fijalkow, Josef A. Nossek: Sparse Linear Precoders for Mitigating Nonlinearities in Massive MIMO. CoRR abs/2105.05086, June, 2021
Amir Hosein Afandizadeh Zargari, Seyed Amir Hossein Aqajari, Hadi Khodabandeh, Amir M. Rahmani, Fadi J. Kurdahi: An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN. CoRR abs/2106.11512, June, 2021
Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani: MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. CoRR abs/2106.12029, June, 2021
Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, AthinaMarkopoulou: Auditing Network Traffic and Privacy Policies in Oculus VR. CoRR abs/2106.05407, June, 2021
Rohit Kumar Sachan, Rachit Agarwal, Sandeep Kumar Shukla: Identifying malicious accounts in Blockchains using Domain Names and associated temporal properties. CoRR abs/2106.13420, June, 2021
Saehanseul Yi, Tae-Wook Kim, Jong-Chan Kim, Nikil D. Dutt: Energy-Efficient Adaptive System Reconfiguration for Dynamic Deadlines in Autonomous Driving. CoRR abs/2106.04508, June, 2021
Shaoshan Liu, Jean-Luc Gaudiot: Rise of the Autonomous Machines. CoRR abs/2106.13987, June, 2021
Yulong Cao, Ningfei Wang, Chaowei Xiao, Dawei Yang, Jin Fang, Ruigang Yang, Qi Alfred Chen, Mingyan Liu, Bo Li: Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks. CoRR abs/2106.09249, June, 2021
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, FranckyCatthoor: NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks. CoRR abs/2105.01795, May, 2021
Andreea B. Alexandru, Konstantinos Gatsis, Yasser Shoukry, Sanjit A. Seshia, Paulo Tabuada, George J. Pappas: Cloud-Based Quadratic Optimization With Partially Homomorphic Encryption. IEEE Trans. Autom. Control. 66(5): 2357-2364, May, 2021
Brian Belleville, Wenbo Shen, Stijn Volckaert, Ahmed M. Azab, Michael Franz: KALD: Detecting Direct Pointer Disclosure Vulnerabilities. IEEE Trans. Dependable Secur. Comput. 18(3): 1369-1377, May, 2021
Friedemann Zenke, Emre O. Neftci: Brain-Inspired Learning on Neuromorphic Substrates. Proc. IEEE 109(5): 935-950, May, 2021
Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: From Cryptography to Logic Locking: A Survey on the Architecture Evolution of Secure Scan Chains. IEEE Access 9: 73133-73151 May, 2021
Manik Dautta, Abel Jimenez, Kazi Khurshidi Haque Dia, Nafiul Rashid, Mohammad Abdullah Al Faruque, Peter Tseng: Wireless Qi-Powered, Multinodal and Multisensory Body Area Network for Mobile Health. IEEE Internet Things J. 8(9): 7600-7609, May, 2021
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasricha, Sairam Sri Vatsavai, Varun Bhat: Exploiting Process Variations to Secure Photonic NoC Architectures From Snooping Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(5): 850-863, May, 2021
Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Shuoru Wang, He Li, Liang Chang, Gang Li, Qi Alfred Chen: Adversarial retraining attack of asynchronous advantage actor-critic based pathfinding. Int. J. Intell. Syst. 36(5): 2323-2346, May, 2021
Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao: Deep Graph Learning for Circuit Deobfuscation. Frontiers Big Data 4: 608286, May, 2021
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds: 2021 Roadmap on Neuromorphic Computing and Engineering. CoRR abs/2105.05956, May, 2021
John Thorpe, Yifan Qiao, Jonathan Eyolfson, Shen Teng, Guanzhou Hu, Zhihao Jia, Jinliang Wei, Keval Vora, Ravi Netravali, Miryung Kim, Guoqing Harry Xu: Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads. CoRR abs/2105.11118, May, 2021
Ninad Hogade, Sudeep Pasricha, Howard Jay Siegel: Energy and Network Aware Workload Management for Geographically Distributed Data Centers. CoRR abs/2106.00066, May, 2021
Jeffrey L. Krichmar: Edelman’s Steps Toward a Conscious Artifact. CoRR abs/2105.10461, May, 2021
Scott Jordan, Yoshimichi Nakatsuka, Ercan Ozturk, Andrew Paverd, Gene Tsudik: VICEROY: GDPR-/CCPA-compliant Enforcement of Verifiable Accountless Consumer Requests. CoRR abs/2105.06942, May, 2021
Seyed Amir Hossein Aqajari, Rui Cao, Amir Hosein Afandizadeh Zargari, Amir M. Rahmani: An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks. CoRR abs/2105.00594, May, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Dynamic Reliability Management in Neuromorphic Computing. CoRR abs/2105.02038, May, 2021
Ben L. Titzer, Harry Xu, Irene Zhang: VEE ’21: 17th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments, Virtual USA, April 16, 2021. ACM 2021, ISBN 978-1-4503-8394-3 [contents], April, 2021
Davide Callegaro, Marco Levorato, Francesco Restuccia: SeReMAS: Self-Resilient Mobile AutonomousSystems Through Predictive Edge Computing. CoRR abs/2105.15105, April, 2021
Michael T. Goodrich, Siddharth Gupta, Hadi Khodabandeh, Pedro Matias: How to Catch Marathon Cheaters: New Approximation Algorithms for Tracking Paths. CoRR abs/2104.12337, April, 2021
Hin Wai Lui, Emre Neftci: Hessian Aware Quantization of Spiking Neural Networks. CoRR abs/2104.14117, April, 2021
Nick Alonso, Emre Neftci: Tightening the Biological Constraints on Gradient-Based Predictive Coding. CoRR abs/2104.15137, April, 2021
Saideep Tiku, Prathmesh Kale, Sudeep Pasricha: QuickLoc: Adaptive Deep-Learning for Fast Indoor Localization with Mobile Devices. CoRR abs/2104.07521, April, 2021
Ulices Santa Cruz, James Ferlez, Yasser Shoukry: Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe Two-Level Lattice Neural Network Controllers. CoRR abs/2104.02788, April, 2021
Alexandre Chabot, Ihsen Alouani, Réda Nouacer, Smaïl Niar: A Memory Reliability Enhancement Technique for Multi Bit Upsets. J. Signal Process. Syst. 93(4): 439-459, April, 2021
Aparna Kumari, Rajesh Gupta, Sudeep Tanwar: Amalgamation of blockchain and IoT for smart cities underlying 6G communication: A comprehensive review. Comput. Commun. 172: 102-118, April, 2021
Basem Shihada, Tamer A. ElBatt, Ahmed M. Eltawil, Mohammad Mansour, Essaid Sabir, Slim Rekhis, Sanaa Sharafeddine: Networking research for the Arab world: from regional initiatives to potential global impact. Commun. ACM 64(4): 114-119, April, 2021
Elham Shamsa, Alma Pröbstl, NimaTaherinejad, Anil Kanduri, Samarjit Chakraborty, Amir M. Rahmani, Pasi Liljeberg: UBAR: User- and Battery-aware Resource Management for Smartphones. ACM Trans. Embed. Comput. Syst. 20(3): 23:1-23:25, April, 2021
Gill Barequet, Minati De, Michael T. Goodrich: Convex-Straight-Skeleton Voronoi Diagrams for Segments and Convex Polygons. Algorithmica 83(7): 2245-2272, April, 2021
Greyce N. Schroeder, Charles Steinmetz, Ricardo Nagel Rodrigues, Renato Ventura Bayan Henriques, Achim Rettberg, Carlos Eduardo Pereira: A Methodology for Digital Twin Modeling and Deployment for Industry 4.0. Proc. IEEE 109(4): 556-567, April, 2021
Liu Liu, Jie Tang, Shaoshan Liu, Bo Yu, Yuan Xie, Jean-Luc Gaudiot: Π-RT: A Runtime Framework to Enable Energy-Efficient Real-Time Robotic Vision Applications on Heterogeneous Architectures. Computer 54(4): 14-25, April, 2021
Ly V. Nguyen, A. Lee Swindlehurst, Duy H. N. Nguyen: SVM-Based Channel Estimation and Data Detection for One-Bit Massive MIMO Systems. IEEE Trans. Signal Process. 69: 2086-2099, April, 2021
Kimia Zamiri Azar, Hadi Mardani Kamali, Shervin Roshanisefat, Houman Homayoun, Christos P. Sotiriou, Avesta Sasan: Data Flow Obfuscation: A New Paradigm for Obfuscating Circuits. IEEE Trans. Very Large Scale Integr. Syst. 29(4): 643-656, April, 2021
Mahdi Abbaspour Tehrani, M. Gopi, Aditi Majumder: Automated Geometric Registration for Multi-Projector Displays on Arbitrary 3D Shapes Using Uncalibrated Devices. IEEE Trans. Vis. Comput. Graph. 27(4): 2265-2279, April, 2021
Mohammad Saidur Rahman, Mohsen Imani, Nate Mathews, Matthew Wright: Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces. IEEE Trans. Inf. Forensics Secur. 16: 1594-1609, April, 2021
Rajesh Gupta, Aparna Kumari, Sudeep Tanwar, Neeraj Kumar: Blockchain-Envisioned Softwarized Multi-Swarming UAVs to Tackle COVID-I9 Situations. IEEE Netw. 35(2): 160-167, April, 2021
Shaoshan Liu, Jean-Luc Gaudiot, Hironori Kasahara: Engineering Education in the Age of Autonomous Machines. Computer 54(4): 66-69, April, 2021
Sina Faezi, Rozhin Yasaei, Anomadarshi Barua, Mohammad Abdullah Al Faruque: Brain-Inspired Golden Chip Free Hardware Trojan Detection. IEEE Trans. Inf. Forensics Secur. 16: 2697-2708, April, 2021
Xiaojie Guo, Liang Zhao, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: Deep graph transformation for attributed, directed, and signed networks. Knowl. Inf. Syst. 63(6): 1305-1337, April, 2021
Behnam Pourghassemi, Jordan Bonecutter, Zhou Li, Aparna Chandramowlishwaran: adPerf: Characterizing the Performance of Third-party Ads. Proc. ACM Meas. Anal. Comput. Syst. 5(1): 03:1-03:26, March, 2021
Salma Elmalaki: FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT. CoRR abs/2103.16033, March, 2021
Twisha Titirsha, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware. CoRR abs/2103.05707, March, 2021
Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia: Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges. CoRR abs/2103.04505, March, 2021
Chris Nigh, Alex Orailoglu: AdaTrust: Combinational Hardware Trojan Detection Through Adaptive Test Pattern Construction. IEEE Trans. Very Large Scale Integr. Syst. 29(3): 544-557, March, 2021
Hasan Erdem Yantir, Ahmed M. Eltawil, Khaled N. Salama: IMCA: An Efficient In-Memory Convolution Accelerator. IEEE Trans. Very Large Scale Integr. Syst. 29(3): 447-460, March, 2021
Joydeep Dey, Wes Taylor, Sudeep Pasricha: VESPA: A Framework for Optimizing Heterogeneous Sensor Placement and Orientation for Autonomous Vehicles. IEEE Consumer Electron. Mag. 10(2): 16-26, March, 2021
Martí Mañosas-Caballú, A. Lee Swindlehurst, Gonzalo Seco-Granados: Power-based Capon beamforming: Avoiding the cancellation effects of GNSS multipath. Signal Process. 180: 107891, March, 2021
Rajesh Gupta, Aparna Kumari, Sudeep Tanwar, Neeraj Kumar: Blockchain-Envisioned Softwarized Multi-Swarming UAVs to Tackle COVID-I9 Situations. IEEE Netw. 35(2): 160-167, March, 2021
Songwen Pei, Jinkai Wang, Linhua Jiang, NaixueXiong, Jean-Luc Gaudiot: Genetic scheduling policy on codelet model. Concurr. Comput. Pract. Exp. 33(7): 1, March, 2021
Sujit Rokka Chhetri, Anomadarshi Barua, Sina Faezi, Francesco Regazzoni, Arquimedes Canedo, Mohammad Abdullah Al Faruque: Tool of Spies: Leaking your IP by Altering the 3D Printer Compiler. IEEE Trans. Dependable Secur. Comput. 18(2): 667-678, March, 2021
Yunzhe Tian, Jiqiang Liu, Endong Tong, WenjiaNiu, Liang Chang, Qi Alfred Chen, Gang Li, Wei Wang: Towards Revealing Parallel Adversarial Attack on Politician Socialnet of Graph Structure. Secur. Commun. Networks 2021: 6631247:1-6631247:13, March, 2021
Azadeh Tabeshnezhad, A. Lee Swindlehurst, Tommy Svensson: Reduced Complexity Precoding for One-Bit Signaling. IEEE Trans. Veh. Technol. 70(2): 1967-1971, February, 2021
Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems. CoRR abs/2102.11450, February, 2021
Asmaa Abdallah, Abdulkadir Celik, Mohammad M. Mansour, Ahmed M. Eltawil: Deep Learning Based Frequency-Selective Channel Estimation for Hybrid mmWave MIMO Systems. CoRR abs/2102.10847, February, 2021
Dharanidhar Dang, Sai Vineel Reddy Chittamuru, Sudeep Pasricha, Rabi N. Mahapatra, Debashis Sahoo: BPLight-CNN: A Photonics-based Backpropagation Accelerator for Deep Learning.CoRR abs/2102.10140, February, 2021
Febin P. Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha: A Survey on Silicon Photonics for Deep Learning. CoRR abs/2101.01751, February, 2021
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar: Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation. CoRR abs/2102.05714, February, 2021
Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque: AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices. CoRR abs/2102.01875, February, 2021
Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha: CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. CoRR abs/2102.06960, February, 2021
Davide Callegaro, Marco Levorato: Optimal Edge Computing for Infrastructure-Assisted UAV Systems. IEEE Trans. Veh. Technol. 70(2): 1782-1792, February, 2021
Fahimeh Hajizadeh, Mohammadreza Binesh Marvasti, Seyyed Amir Asghari, Mostafa Abbas Mollaei, Amir M. Rahmani: Configurable DSI partitioned approximate multiplier. Future Gener. Comput. Syst. 115: 100-114, February, 2021
Irune Yarza, Mikel Azkarate-askatsua, Peio Onaindia, Kim Grüttner, Philipp Ittershagen, Wolfgang Nebel: Legacy software migration based on timing contract aware real-time execution environments. J. Syst. Softw. 172: 110849, February, 2021
Mariam Rakka, Mohamed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil, Fadi J. Kurdahi: Design Exploration of Sensing Techniques in 2T-2R Resistive Ternary CAMs. IEEE Trans. Circuits Syst. II Express Briefs 68(2): 762-766, February, 2021
Peeyush Gupta, Sharad Mehrotra, Shantanu Sharma, Nalini Venkatasubramanian, Guoxi Wang: Concealer: SGX-based Secure, Volume Hiding, and Verifiable Processing of Spatial Time- Series Datasets. CoRR abs/2102.05238, February, 2021
Raul Murillo, Alberto A. Del Barrio, Guillermo Botella, Min Soo Kim, Hyunjin Kim, Nader Bagherzadeh: PLAM: a Posit Logarithm-Approximate Multiplier for Power Efficient Posit-based DNNs. CoRR abs/2102.09262, February, 2021
Ruochen Jiao, Hengyi Liang, Takami Sato, Junjie Shen, Qi Alfred Chen, Qi Zhu: End-to-end Uncertainty-based Mitigation of Adversarial Attacks to Automated Lane Centering. CoRR abs/2103.00345, February, 2021
Shaoshan Liu, Jean-Luc Gaudiot, Hironori Kasahara: Engineering Education in the Age of Autonomous Machines. CoRR abs/2102.07900, February, 2021
Sourav Dutta, Georgios Detorakis, Abhishek Khanna, Benjamin Grisafe, Emre Neftci, Suman Datta: Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference. CoRR abs/2102.10477, February, 2021
Weiyu Luo, Brian Demsky: C11Tester: A Race Detector for C/C++ Atomics Technical Report. CoRR abs/2102.07901, February, 2021
Xiangguo Liu, Baiting Luo, Ahmed Abdo, Nael B. Abu-Ghazaleh, Qi Zhu: Securing Connected Vehicle Applications with an Efficient Dual Cyber-Physical Blockchain Framework. CoRR abs/2102.07690, February, 2021
Xiaowu Sun, Yasser Shoukry: Provably Correct Training of Neural Network Controllers Using Reachability Analysis. CoRR abs/2102.10806, February, 2021
Xinyun Zou, Eric O. Scott, Alexander B. Johnson, Kexin Chen, Douglas A. Nitz, Kenneth A. De Jong, Jeffrey L. Krichmar: Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment. CoRR abs/2102.12638, February, 2021
Mina Chookhachizadeh Moghadam, Ehsan Masoumi Khalil Abad, Samir Kendale, Nader Bagherzadeh: Predicting hypotension in the ICU using noninvasive physiological signals. Comput. Biol. Medicine 129: 104120, February, 2021
Payam Heydari, Huan Wang, Hossein Mohammadnezhad, Peyman Nazari: Energy Efficient 100+ GHz Transceivers Enabling Beyond-5G Wireless Communications. IEEE Wirel. Commun. 28(1): 144-151, February, 2021
Rachit Agarwal, Shikhar Barve, Sandeep Kumar Shukla: Detecting malicious accounts in permissionless blockchains using temporal graph properties. Appl. Netw. Sci. 6(1): 9, February, 2021
Rang Liu, Ming Li, Qian Liu, A. Lee Swindlehurst: Joint Symbol-Level Precoding and Reflecting Designs for IRS-Enhanced MU-MISO Systems. IEEE Trans. Wirel. Commun. 20(2): 798-811, February, 2021
William E. Devanny, Michael T. Goodrich, Sandy Irani: A competitive analysis for the Start-Gap algorithm for online memory wear leveling. Inf. Process. Lett. 166: 106042, February, 2021
Yerassyl Akhmetkaziyev, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil, Khaled M. Rabie, Xingwang Li: Performance of NOMA-Enabled Cognitive Satellite-Terrestrial Networks With Non-Ideal System Limitations. IEEE Access 9: 35932-35946, February, 2021
Ang Li, Christos Masouros, Branka Vucetic, Yonghui Li, A. Lee Swindlehurst: Interference Exploitation Precoding for Multi-Level Modulations: Closed-Form Solutions. IEEE Trans. Commun. 69(1): 291-308, January, 2021
Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt: Reflecting on Self-Aware Systems-on-Chip. A Journey of Embedded and Cyber-Physical Systems 2021: 79-95, January, 2021
Li Sun, Yong Zhang, A. Lee Swindlehurst: Alternate-Jamming-Aided Wireless Physical-Layer Surveillance: Protocol Design and Performance Analysis. IEEE Trans. Inf. Forensics Secur. 16: 1989-2003, January, 2021
Rachit Agarwal, Tanmay Thapliyal, Sandeep K. Shukla: Detecting Malicious Accounts showing Adversarial Behavior in Permissionless Blockchains. CoRR abs/2101.11915, January, 2021
Wael Fatnassi, Yasser Shoukry: PolyAR: A Highly Parallelizable Solver For Polynomial Inequality Constraints Using Convex Abstraction Refinement. CoRR abs/2101.04655, January, 2021
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang: A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR abs/2101.09336, January, 2021
Li Sun, Yuwei Wang, A. Lee Swindlehurst, Xiao Tang: Generative-Adversarial-Network Enabled Signal Detection for Communication Systems With Unknown Channel Models. IEEE J. Sel. Areas Commun. 39(1): 47-60, January, 2021
Mohammad Saidur Rahman, Mohsen Imani, Nate Mathews, Matthew Wright: Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces. IEEE Trans. Inf. Forensics Secur. 16: 1594-1609, January, 2021
Nafiul Rashid, Manik Dautta, Peter Tseng, Mohammad Abdullah Al Faruque: HEAR: Fog-Enabled Energy-Aware Online Human Eating Activity Recognition. IEEE Internet Things J. 8(2): 860-868, January, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian: CANOPY: A Verifiable Privacy-Preserving Token Ring-Based Communication Protocol for Smart Homes. ACM Trans. Cyber Phys. Syst. 5(1): 3:1-3:34, January, 2021
Omid Malekzadeh-Arasteh, Ahmad Reza Danesh, An H. Do, Zoran Nenadic, Payam Heydari: An Analysis of CMRR Degradation in Multi-Channel Biosignal Recording Systems. IEEE Trans. Circuits Syst. II Express Briefs 68(1): 151-155, January, 2021
Rainer Dömer, Zhongqi Cheng, Daniel Mendoza, Emad Arasteh: Pushing the Limits of Parallel Discrete Event Simulation for SystemC. A Journey of Embedded and Cyber-Physical Systems 2021: 97-105, January, 2021
Rajesh Gupta, Aparna Kumari, Sudeep Tanwar: Fusion of blockchain and artificial intelligence for secure drone networking underlying 5G communications. Trans. Emerg. Telecommun. Technol. 32(1), January, 2021
Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque: Pykg2vec: A Python Library for Knowledge Graph Embedding. J. Mach. Learn. Res. 22: 16:1-16:6, January, 2021
Shun-Chi Wu, Pei-Lun Hung, A. Lee Swindlehurst: ECG Biometric Recognition: Unlinkability, Irreversibility, and Security. IEEE Internet Things J. 8(1): 487-500, January, 2021
Qian Xu, Pinyi Ren, A. Lee Swindlehurst: Rethinking Secure Precoding via Interference Exploitation: A Smart Eavesdropper Perspective. IEEE Trans. Inf. Forensics Secur. 16: 585-600, January, 2021
Zhangjie Peng, Zhenkun Zhang, Cunhua Pan, Li Li, A. Lee Swindlehurst: Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface. IEEE Trans. Signal Process. 69: 837-851, January, 2021
Amine Mezghani, Josef A. Nossek, A. Lee Swindlehurst: Low SNR Asymptotic Rates of Vector Channels With One-Bit Outputs. IEEE Trans. Inf. Theory 66(12): 7615-7634, December, 2020
Amir Mahdi Hosseini Monazzah, Amir M. Rahmani, Antonio Miele, Nikil D. Dutt: CAST: Content-Aware STT-MRAM Cache Write Management for Different Levels of Approximation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4385-4398, December, 2020
Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing: Data Reuse for Accelerated Approximate Warps. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4623-4634, December, 2020
Alexios Voulimeneas, Dokyung Song, Per Larsen, Michael Franz, Stijn Volckaert: dMVX: Secure and Efficient Multi-Variant Execution in a Distributed Setting. CoRR abs/2011.02091, November, 2020
Amir Hosein Afandizadeh Zargari, Manik Dautta, Marzieh Ashrafiamiri, Minjun Seo, Peter Tseng, Fadi J. Kurdahi: NEWERTRACK: ML-Based Accurate Tracking of In-Mouth Nutrient Sensors Position Using Spectrum-Wide Information. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3833-3841, November, 2020
Bai Li, Shaoshan Liu, Jie Tang, Jean-Luc Gaudiot, Liangliang Zhang, Qi Kong: Autonomous Last-Mile Delivery Vehicles in Complex Traffic Environments. Computer 53(11): 26-35, November, 2020
Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt: AXES: Approximation Manager for Emerging Memory Architectures. CoRR abs/2011.08353, November, 2020
Elbruz Ozen, Alex Orailoglu: Boosting Bit-Error Resilience of DNN Accelerators Through Median Feature Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3250-3262, November, 2020
Ivan De Oliveira Nunes, Sashidhar Jakkamsetti, Gene Tsudik: Tiny-CFA: A Minimalistic Approach for Control-Flow Attestation Using Verified Proofs of Execution. CoRR abs/2011.07400, November, 2020
Jiachen Sun, Karl Koenig, Yulong Cao, Qi Alfred Chen, Z. Morley Mao: On the Adversarial Robustness of 3D Point Cloud Classification. CoRR abs/2011.11922, November, 2020
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci: On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks. CoRR abs/2011.10852, November, 2020
Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Iman Azimi, Charles A. Downs, Nikil D. Dutt, Amir M. Rahmani: Detection of COVID-19 Using Heart Rate and Blood Pressure: Lessons Learned from Patients with ARDS. CoRR abs/2011.10470, November, 2020
Ramtin Afshar, Amihood Amir, Michael T. Goodrich, Pedro Matias: Adaptive Exact Learning in a Mixed-Up World: Dealing with Periodicity, Errors, and Jumbled-Index Queries in String Reconstruction. CoRR abs/2007.08787, November, 2020
Sankha Baran Dutta, Hoda Naghibijouybari, Nael B. Abu-Ghazaleh, Andres Marquez, Kevin J. Barker: Leaky Buddies: Cross-Component Covert Channels on Integrated CPU-GPU Systems. CoRR abs/2011.09642, November, 2020
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: INDRA: Intrusion Detection Using Recurrent Autoencoders in Automotive Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3698-3710, November, 2020
Xiaofan Yu, Kazim Ergun, Ludmila Cherkasova, Tajana Simunic Rosing: Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3918-3930, November, 2020
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing: Theoretical Foundations of Hyperdimensional Computing. CoRR abs/2010.07426, October, 2020
Ali Bozorgmehr, Mohammad Khaleqi Qaleh Jooq, Mohammad Hossein Moaiyeri, Keivan Navi, Nader Bagherzadeh: A novel digital fuzzy system for image edge detection based on wrap-gate carbon nanotube transistors. Comput. Electr. Eng. 87: 106811, October, 2020
Friedemann Zenke, Emre O. Neftci: Brain-Inspired Learning on Neuromorphic Substrates. CoRR abs/2010.11931, October, 2020
Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi: Performance Prediction for Convolutional Neural Networks in Edge Devices. CoRR abs/2010.11297, October, 2020
Harry Xu: Technical perspective: BLeak: semantics-aware leak detection in the web. Commun. ACM 63(11): 145, October, 2020
Ivan De Oliveira Nunes, Xuhua Ding, Gene Tsudik: On the Root of Trust Identification Problem. CoRR abs/2010.13858, October, 2020
Jean-Luc Gaudiot, Hironori Kasahara: Computer Education in the Age of COVID-19. Computer 53(10): 114-118, October, 2020
Jeng-Hau Lin, Xun Jiao, Mulong Luo, Zhuowen Tu, Rajesh K. Gupta: Vulnerability of Hardware Neural Networks to Dynamic Operation Point Variations. IEEE Des. Test 37(5): 75-84, October, 2020
Jianying Zhou, Mauro Conti, Chuadhry Mujeeb Ahmed, Man Ho Au, Lejla Batina, Zhou Li, Jingqiang Lin, Eleonora Losiouk, Bo Luo, Suryadipta Majumdar, Weizhi Meng, Martín Ochoa, Stjepan Picek, Georgios Portokalidis, Cong Wang, Kehuan Zhang: Applied Cryptography and Network Security Workshops – ACNS 2020 Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S&P, SCI, SecMT, and SiMLA, Rome, Italy, October 19-22, 2020, Proceedings. Lecture Notes in Computer Science 12418, Springer 2020, ISBN 978-3-030-61637-3, October, 2020
Kenneth Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci: Online Few-shot Gesture Learning on a Neuromorphic Processor. CoRR abs/2008.01151, October, 2020
Kexin Chen, Tiffany Hwu, Hirak J. Kashyap, Jeffrey L. Krichmar, Kenneth Stewart, Jinwei Xing, Xinyun Zou: Neurorobots as a Means Toward Neuroethology and Explainable AI. Frontiers Neurorobotics 14: 570308, October, 2020
Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing: QuantHD: A Quantization Framework for Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2268-2278, October, 2020
Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing: SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2422-2433, October, 2020
Qingqing Wu, Jie Xu, Yong Zeng, Derrick Wing Kwan Ng, Naofal Al-Dhahir, Robert Schober, A. Lee Swindlehurst: 5G-and-Beyond Networks with UAVs: From Communications to Sensing and Intelligence. CoRR abs/2010.09317, October, 2020
Sahar Nikbakht Aali, Nader Bagherzadeh: Divisible load scheduling of image processing applications on the heterogeneous star and tree networks using a new genetic algorithm. Concurr. Comput. Pract. Exp. 32(10), October, 2020
Seyedeh Yasaman Hosseini Mirmahaleh, Midia Reshadi, Nader Bagherzadeh: Flow mapping on mesh-based deep learning accelerator. J. Parallel Distributed Comput. 144: 80-97, October, 2020
Shihong Ed Huang, Wai Wong, Yiheng Feng, Qi Alfred Chen, Z. Morley Mao, Henry X. Liu: Impact Evaluation of Falsified Data Attacks on Connected Vehicle Based Traffic Signal Control. CoRR abs/2010.04753, October, 2020
Sudeep Pasricha, Raid Ayoub, Michael Kishinevsky, Sumit K. Mandal, Ümit Y. Ogras: A Survey on Energy Management for Mobile and IoT Devices. IEEE Des. Test 37(5): 7-24, October, 2020
Ümit Y. Ogras, Sudeep Pasricha, Michael Kishinevsky, Raid Ayoub: Guest Editors’ Introduction: Design and Management of Mobile Platforms: From Smartphones to Wearable Devices. IEEE Des. Test 37(5): 5-6, October, 2020
Wei Liang, Yongkai Fan, Kuan-Ching Li, Dafang Zhang, Jean-Luc Gaudiot: Secure Data Storage and Recovery in Industrial Blockchain Network Environments. IEEE Trans. Ind. Informatics 16(10): 6543-6552, October, 2020
Yoshitomo Matsubara, Marco Levorato: Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks. CoRR abs/2007.15818, October, 2020
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition. CoRR abs/2009.09298, September, 2020
Alireza Tajary, Hamid R. Zarandi, Nader Bagherzadeh: IRHT: An SDC detection and recovery architecture based on value locality of instruction binary codes. Microprocess. Microsystems 77: 103159, September, 2020
Aneet Kumar Dutta, Bhaskar Pratim Mukhoty, Sandeep K. Shukla: Unsupervised Learning Based Robust Multivariate Intrusion Detection System for Cyber-Physical Systems using Low Rank Matrix. CoRR abs/2009.02930, September, 2020
Geng Yang, Zhibo Pang, Amir M. Rahmani, Mianxiong Dong, Yuan-Ting Zhang, M. Jamal Deen, Nigel H. Lovell: Guest Editorial Enabling Technologies in Health Engineering and Informatics for the New Revolution of Healthcare 4.0. IEEE J. Biomed. Health Informatics 24(9): 2442-2443, September, 2020
Geng Yang, Zhibo Pang, M. Jamal Deen, Mianxiong Dong, Yuan-Ting Zhang, Nigel H. Lovell, Amir M. Rahmani: Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies. IEEE J. Biomed. Health Informatics 24(9): 2535-2549, September, 2020
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan: InterLock: An Intercorrelated Logic and Routing Locking. CoRR abs/2009.02206, September, 2020
Hessam Pirzadeh, Gonzalo Seco-Granados, Shilpa Rao, A. Lee Swindlehurst: Spectral Efficiency of One-Bit Sigma-Delta Massive MIMO. IEEE J. Sel. Areas Commun. 38(9): 2215-2226, September, 2020
Hongyu Li, Ming Li, Qian Liu, A. Lee Swindlehurst: Dynamic Hybrid Beamforming With Low-Resolution PSs for Wideband mmWave MIMO-OFDM Systems. IEEE J. Sel. Areas Commun. 38(9): 2168-2181, September, 2020
Kamil Khan, Sudeep Pasricha, Ryan Gary Kim: A Survey of Resource Management for Processing-in-Memory and Near-Memory Processing Architectures. CoRR abs/2009.09603, September, 2020
Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: NNgSAT: Neural Network guided SAT Attack on Logic Locked Complex Structures. CoRR abs/2009.02208, September, 2020
Meng Hua, Luxi Yang, Qingqing Wu, A. Lee Swindlehurst: 3D UAV Trajectory and Communication Design for Simultaneous Uplink and Downlink Transmission. IEEE Trans. Commun. 68(9): 5908-5923, September, 2020
Peyman Tehrani, Marco Levorato: Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems. CoRR abs/2009.06825, September, 2020
Ramtin Afshar, Michael T. Goodrich, Pedro Matias, Martha C. Osegueda: Reconstructing Biological and Digital Phylogenetic Trees in Parallel. CoRR abs/2006.15259, September, 2020
Saideep Tiku, Sudeep Pasricha, Branislav M. Notaros, Qi Han: A Hidden Markov Model based smartphone heterogeneity resilient portable indoor localization framework. J. Syst. Archit. 108: 101806, September, 2020
Sergey Shaboyan, Alireza Shahan Behbahani, Ahmed M. Eltawil: Design and Implementation of an End-to-End Amplify and Forward Full-Duplex Relay Network. IEEE Access 8: 163594-163607, September, 2020
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen: Hold Tight and Never Let Go: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. CoRR abs/2009.06701, September, 2020
Yiming Lin, Daokun Jiang, Roberto Yus, Georgios Bouloukakis, Andrew Chio, Sharad Mehrotra, Nalini Venkatasubramanian: LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization. CoRR abs/2004.09676, September, 2020
Ahmad Albaqsami, Maryam S. Hosseini, Masoomeh Jasemi, Nader Bagherzadeh:
Adaptive HTF-MPR: An Adaptive Heterogeneous TensorFlow Mapper Utilizing Bayesian Optimization and Genetic Algorithms. ACM Trans. Intell. Syst. Technol. 11(5): 55:1-55:25, August, 2020
Ahmed Ibrahim, Ahmed M. Eltawil, Yunsu Na, Sherif El-Tawil: Accuracy Limits of Embedded Smart Device Accelerometer Sensors. IEEE Trans. Instrum. Meas. 69(8): 5488-5496, August, 2020
Evita Bakopoulou, Anastasia Shuba, Athina Markopoulou: Exposures Exposed: A Measurement and User Study to Assess Mobile Data Privacy in Context. CoRR abs/2008.08973, August, 2020
Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen: Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing (Extended Version). CoRR abs/2006.10318, August, 2020
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci: On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks. CoRR abs/2011.10852, August, 2020
Meng Hua, Luxi Yang, Qingqing Wu, Cunhua Pan, Chunguo Li, A. Lee Swindlehurst: UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System. CoRR abs/2007.14029, August, 2020
Mohammed Yazid Lachachi, Mohamed Ouslim, Smaïl Niar, Abdelmalik Taleb-Ahmed: Toward real-time road detection for autonomous vehicles. J. Electronic Imaging 29(04): 043022, August, 2020
Rajesh Gupta, Yan Liu, Jiliang Tang, B. Aditya Prakash: KDD ’20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020. ACM 2020, ISBN 978-1-4503-7998-4, August, 2020
Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton: Trustworthy AI Inference Systems: An Industry Research View. CoRR abs/2008.04449, August, 2020
Sahand Salamat, Mohsen Imani, Tajana Rosing: Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse. IEEE Trans. Computers 69(8): 1159-1171, August, 2020
Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions. CoRR abs/2009.06435, August, 2020
Sudeep Pasricha, Mahdi Nikdast: A Survey of Silicon Photonics for Energy-Efficient Manycore Computing. IEEE Des. Test 37(4): 60-81, August, 2020
Sultangali Arzykulov, Abdulkadir Celik, Galymzhan Nauryzbayev, Ahmed M. Eltawil: UAV-Assisted Cooperative & Cognitive NOMA: Deployment, Clustering, and Resource Allocation. CoRR abs/2008.11356, August, 2020
Vipin Kumar Kukkala, Sudeep Pasricha, Thomas Bradley: SEDAN: Security-Aware Design of Time-Critical Automotive Networks. IEEE Trans. Veh. Technol. 69(8): 9017-9030, August, 2020
Alex Orailoglu, Matthias Jung, Marc Reichenbach: Embedded Computer Systems: Architectures, Modeling, and Simulation – 20th International Conference, SAMOS 2020, Samos, Greece, July 5-9, 2020, Proceedings. Lecture Notes in Computer Science 12471, Springer 2020, ISBN 978-3-030-60938-2, July, 2020
Ali Mirzaeian, Masoud PourReza, Mohammad Sabokrou, Ashkan Vakil, Tinoosh Mohsenin, Houman Homayoun, Avesta Sasan: Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction. CoRR abs/2006.15799, July, 2020
Ali Mirzaeian, Mohammad Sabokrou, Mohammad Khalooei, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan: Learning Diverse Latent Representations for Improving the Resilience to Adversarial Attacks. CoRR abs/2006.15127, July, 2020
Ali Heydarigorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou: HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems. CoRR abs/2007.08077, July, 2020
Andrea A. Chiba, Jeffrey L. Krichmar: Neurobiologically Inspired Self-Monitoring Systems. Proc. IEEE 108(7): 976-986, July, 2020
Ang Li, Christos Masouros, A. Lee Swindlehurst, Wei Yu: 1-Bit Massive MIMO Transmission: Embracing Interference with Symbol-Level Precoding. CoRR abs/2007.13950, July, 2020
Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing: SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation. CoRR abs/2007.10330, July, 2020
Bryan Donyanavard, Amir M. Rahmani, Axel Jantsch, Onur Mutlu, Nikil D. Dutt: Intelligent Management of Mobile Systems through Computational Self-Awareness. CoRR abs/2008.00095, July, 2020
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta: ACES: Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. ACM Trans. Sens. Networks 16(4): 36:1-36:31, July, 2020
Henry Hoffmann, Axel Jantsch, Nikil D. Dutt: Embodied Self-Aware Computing Systems. Proc. IEEE 108(7): 1027-1046, July 2020
Hessam Pirzadeh, Gonzalo Seco-Granados, A. Lee Swindlehurst, Josef A. Nossek: On the Effect of Mutual Coupling in One-Bit Spatial Sigma-Delta Massive MIMO Systems. CoRR abs/2005.04804, July, 2020
Khuong Vo, Tai Le, Amir M. Rahmani, Nikil D. Dutt, Hung Cao: An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram. Sensors 20(13): 3757, July, 2020
Li Sun, Dantong Huang, A. Lee Swindlehurst: Fountain-Coding Aided Secure Transmission With Delay and Content Awareness. IEEE Trans. Veh. Technol. 69(7): 7992-7997, July, 2020
Maximilian Götzinger, Dávid Juhász, Nima Taherinejad, Edwin Willegger, Benedikt Tutzer, Pasi Liljeberg, Axel Jantsch, Amir M. Rahmani: RoSA: A Framework for Modeling Self-Awareness in Cyber-Physical Systems. IEEE Access 8: 141373-141394, July, 2020
Milad Asgari Mehrabadi, Nikil D. Dutt, Amir M. Rahmani: The Causality Inference of Public Interest in Restaurants and Bars on COVID-19 Daily Cases in the US: A Google Trends Analysis. CoRR abs/2007.13255, July, 2020
Min Soo Kim, Alberto A. Del Barrio, Hyunjin Kim, Nader Bagherzadeh: Effects of Approximate Multiplication on Convolutional Neural Networks. CoRR abs/2007.10500, July, 2020
Mohammed E. Fouda, Sergey Shaboyan, Ayman Elezabi, Ahmed M. Eltawil: Application of ICA on Self-Interference Cancellation of In-Band Full Duplex Systems. IEEE Wirel. Commun. Lett. 9(7): 924-927, July, 2020
Nikil D. Dutt, Carlo S. Regazzoni, Bernhard Rinner, Xin Yao: Self-Awareness for Autonomous Systems. Proc. IEEE 108(7): 971-975, July, 2020
Razi Seyyedi, Sören Schreiner, Maher Fakih, Kim Grüttner, Wolfgang Nebel: Functional test environment for time-triggered control systems in complex MPSoCs. Microprocess. Microsystems 76: 103072, July, 2020
Sai Manoj Pudukotai Dinakarrao, Xiaojie Guo, Hossein Sayadi, Cameron Nowzari, Avesta Sasan, Setareh Rafatirad, Liang Zhao, Houman Homayoun: Cognitive and Scalable Technique for Securing IoT Networks Against Malware Epidemics. IEEE Access 8: 138508-138528, July, 2020
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasricha, Sairam Sri Vatsavai, Varun Bhat: Exploiting Process Variations to Secure Photonic NoC Architectures from Snooping Attacks. CoRR abs/2007.10454, July, 2020
Seyed Amir Hossein Aqajari, Emad Kasaeyan Naeini, Milad Asgari Mehrabadi, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt: GSR Analysis for Stress: Development and Validation of an Open Source Tool for Noisy Naturalistic GSR Data. CoRR abs/2005.01834, July, 2020
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha:
INDRA: Intrusion Detection using Recurrent Autoencoders in Automotive Embedded Systems. CoRR abs/2007.08795, July, 2020
Wei-Fang Sun, Shih-Hsien Chan, Zhe-Ting Liu, Yu-Hung Yeh, Pai H. Chou: Quatros: a preemptive multithreaded embedded OS for education. SIGBED Rev. 17(1): 49-55, July, 2020
Yoshimichi Nakatsuka, Ercan Ozturk, Andrew Paverd, Gene Tsudik: CACTI: Captcha Avoidance via Client-side TEE Integration. CoRR abs/2007.10397, July, 2020
Yoshitomo Matsubara, Marco Levorato: Split Computing for Complex Object Detectors: Challenges and Preliminary Results. CoRR abs/2007.13312, July, 2020
Biswadip Maity, Majid Shoushtari, Amir M. Rahmani, Nikil D. Dutt: Self-Adaptive Memory Approximation: A Formal Control Theory Approach. Embedded Systems Letters 12(2): 33-36, June, 2020
Mehrdad Showkatbakhsh, Yasser Shoukry, Suhas N. Diggavi, Paulo Tabuada: Securing State Reconstruction Under Sensor and Actuator Attacks: Theory and design. Autom. 116: 108920, June, 2020
Sultangali Arzykulov, Galymzhan Nauryzbayev, Mohammad S. Hashmi, Ahmed M. Eltawil, Khaled M. Rabie, Shakhmaran Seilov: Hardware- and Interference-Limited Cognitive IoT Relaying NOMA Networks With Imperfect SIC Over Generalized Non-Homogeneous Fading Channels. IEEE Access 8: 72942-72956, April, 2020
Mohamed Ayoub Neggaz, Ihsen Alouani, Smaïl Niar, Fadi J. Kurdahi: Are CNNs Reliable Enough for Critical Applications? An Exploratory Study. IEEE Des. Test 37(2): 76-83, April, 2020
Omid Malekzadeh-Arasteh, Haoran Pu, Jeffrey Lim, Charles Yu Liu, An H. Do, Zoran Nenadic, Payam Heydari: An Energy-Efficient CMOS Dual-Mode Array Architecture for High-Density ECoG-Based Brain-Machine Interfaces. IEEE Trans. Biomed. Circuits and Systems 14(2): 332-342, April, 2020
Ahmed Ibrahim, Ahmed M. Eltawil, Yunsu Na, Sherif El-Tawil: A Machine Learning Approach for Structural Health Monitoring Using Noisy Data Sets. IEEE Trans Autom. Sci. Eng. 17(2): 900-908, April, 2020
Gill Barequet, David Eppstein, Michael T. Goodrich, Nil Mamano: Stable-matching Voronoi Diagrams: Combinatorial Complexity and Algorithms. JoCG 11(1): 26-59, April, 2020
Shervin Roshanisefat, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: SAT-Hard Cyclic Logic Obfuscation for Protecting the IP in the Manufacturing Supply Chain. IEEE Trans. Very Large Scale Integr. Syst. 28(4): 954-967 April, 2020
Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Miranda M. Lim, Nikil D. Dutt, Amir M. Rahmani, Hung Cao: Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice. Sensors 20(7): 2027, April, 2020
Mina Chookhachizadeh Moghadam, Ehsan Masoumi Khalil Abad, Nader Bagherzadeh, Davinder Ramsingh, Guann-Pyng Li, Zeev N. Kain:A Machine-learning Approach to Predicting Hypotensive Events in ICU Settings. Comp. in Bio. and Med. 118: 103626, March, 2020
Ahmed E. Khorshid, Ibrahim N. Alquaydheb, Fadi J. Kurdahi, Roger Piqueras Jover, Ahmed M. Eltawil: Biometric Identity Based on Intra-Body Communication Channel Characteristics and Machine Learning. Sensors 20(5): 1421, March, 2020
Delaram Amiri, Arman Anzanpour, Iman Azimi, Marco Levorato, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani: Context-Aware Sensing via Dynamic Programming for Edge-Assisted Wearable Systems. ACM Trans. Comput. Heal. 1(2): 7:1-7:25, March, 2020
Ahmed Ibrahim, Ahmed M. Eltawil, Yunsu Na, Sherif El-Tawil: Effect of Sensor Error on the Assessment of Seismic Building Damage. IEEE Trans. Instrum. Meas. 69(2): 573-584, March, 2020
Baris Aksanli, Tajana Simunic Rosing: Human Behavior Aware Energy Management in Residential Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. 8(1): 45-57, March, 2020
Sean M. O’Rourke, Pawan Setlur, Muralidhar Rangaswamy, A. Lee Swindlehurst: Quadratic Semidefinite Programming for Waveform-Constrained Joint Filter-Signal Design in STAP. IEEE Trans. Signal Process. 68: 1744-1759, March 2020
Hamid Nejatollahi, Felipe Valencia, Subhadeep Banik, Francesco Regazzoni, Rosario Cammarota, Nikil D. Dutt: Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography. ACM Trans. Embedded Comput. Syst. 19(2): 11:1-11:17, March, 2020
Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Wenyu Zhang: Using Latent Knowledge to Improve Real-Time Activity Recognition for Smart IoT. IEEE Trans. Knowl. Data Eng. 32(3): 574-587, March, 2020
Jie Tang, Yu Rao, Shaoshan Liu, Jean-Luc Gaudiot: A Container Based Edge Offloading Framework for Autonomous Driving. IEEE Access 8: 33713-33726, February, 2020
Peyman Nazari, Saman Jafarlou, Payam Heydari: A CMOS Two-Element 170-GHz Fundamental-Frequency Transmitter With Direct RF-8PSK Modulation. J. Solid-State Circuits 55(2): 282-297, February, 2020
Shih-Yuan Yu, Arnav Vaibhav Malawade, Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque: Sabotage Attack Detection for Additive Manufacturing Systems. IEEE Access 8: 27218-27231, February, 2020
Jindan Xu, Wei Xu, Derrick Wing Kwan Ng, A. Lee Swindlehurst: Secure Communication for Spatially Sparse Millimeter-Wave Massive MIMO Channels via Hybrid Precoding. IEEE Trans. Communications 68(2): 887-901, February, 2020
Daniel Peroni, Mohsen Imani, Tajana Simunic Rosing: Runtime Efficiency-Accuracy Tradeoff Using Configurable Floating Point Multiplier. IEEE Trans. on CAD of Integrated Circuits and Systems 39(2): 346-358, February, 2020
Meng Hua, Luxi Yang, Chunguo Li, Qingqing Wu, A. Lee Swindlehurst: Throughput Maximization for UAV-Aided Backscatter Communication Networks. IEEE Trans. Communications 68(2): 1254-1270, February, 2020
Hongzhi Zhao, Nader Bagherzadeh, Qiang Wang, Yongchang Wang: A Fine-Grained Source-Throttling Method for Mesh Architectures. IEEE Access 8: 33101-33112 January, 2020
Qian Yang, Hui-Ming Wang, Qinye Yin, A. Lee Swindlehurst: Exploiting Randomized Continuous Wave in Secure Backscatter Communications. IEEE Internet Things J. 7(4): 3389-3403, January, 2020
Adarsha Balaji, Francky Catthoor, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell’Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma: Mapping Spiking Neural Networks to Neuromorphic Hardware. IEEE Trans. Very Large Scale Integr. Syst. 28(1): 76-86, January, 2020
Jie Tang, Shaoshan Liu, Jie Cao, Dawei Sun, Bolin Ding, Jean-Luc Gaudiot, Weisong Shi: π-Hub: Large-scale video learning, storage, and retrieval on heterogeneous hardware platforms. Future Gener. Comput. Syst. 102: 514-523, January, 2020
Sergey Shaboyan, Alireza Shahan Behbahani, Ahmed M. Eltawil: Practical Considerations for Full Duplex Enabled 5G Integrated Access and Backhaul. J. Signal Process. Syst. 92(5): 465-474, January, 2020
Masoomeh Jasemi, Shaahin Hessabi, Nader Bagherzadeh: Reliable and Energy Efficient MLC STT-RAM Buffer for CNN Accelerators. CoRR abs/2001.08806, January, 2020
Ly V. Nguyen, Duy Trong Ngo, Nghi H. Tran, A. Lee Swindlehurst, Duy H. N. Nguyen: Supervised and Semi-Supervised Learning for MIMO Blind Detection With Low-Resolution ADCs. IEEE Trans. Wireless Communications 19(4): 2427-2442, January, 2020
Sandeep K. Shukla: Editorial: Embedded Computing and Society. ACM Trans. Embedded Comput. Syst. 18(6): 112:1-112:3, January, 2020
Venkata Yaswanth Raparti, Sudeep Pasricha: Approximate NoC and Memory Controller Architectures for GPGPU Accelerators. IEEE Trans. Parallel Distrib. Syst. 31(5): 25-39, December, 2019
Katayoun Neshatpour, Houman Homayoun, Avesta Sasan: ICNN: The Iterative Convolutional Neural Network. ACM Trans. Embedded Comput. Syst. 18(6): 119:1-119:27, December, 2019
Mohammad Abdullah Al Faruque, Chung-Wei Lin: Report of the Fourth International Workshop on Design Automation for Cyber-Physical Systems (DACPS) 2019. IEEE Des. Test 36(6): 84-85, December, 2019
Stefano Cecconello, Alberto Compagno, Mauro Conti, Daniele Lain, Gene Tsudik: Skype & Type: Keyboard Eavesdropping in Voice-over-IP. ACM Trans. Priv. Secur. 22(4): 24:1-24:34, December, 2019
Tiffany Hwu, Jeffrey L. Krichmar: A Neural Model of Schemas and Memory Encoding. Biological Cybernetics 114(2): 169-186, November, 2019
Louis Pisha, Harinath Garudadri, Julian Warchall, Tamara Zubatiy, Sean Hamilton, Ching Hua Lee, Ganz Chockalingam, Patrick P. Mercier, Rajesh K. Gupta, Bhaskar D. Rao: A Wearable, Extensible, Open-Source Platform for Hearing Healthcare Research. IEEE Access 7: 162083-162101, November, 2019
Mohamed Ayoub Neggaz, Ihsen Alouani, Smaïl Niar, Fadi J. Kurdahi: Are CNNs Reliable Enough for Critical Applications? An Exploratory Study. IEEE Des. Test 37(2): 76-83, November, 2019
Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh: Computational Storage: An Efficient and Scalable Platform for Big Data and HPC Applications. J. Big Data 6: 100 November, 2019
Youngcheol Chae, Bernhard Wicht, Bob Verbruggen, Payam Heydari, Howard Luong: Introduction to the Special Issue on the 2019 IEEE International Solid-State Circuits Conference (ISSCC). J. Solid-State Circuits 54(12): 3243-3246, November, 2019
Mohamed Asan Basiri, Sandeep K. Shukla: LFSR Based Versatile Divider Architectures for BCH and RS Error Correction Encoders. Microprocess. Microsystems 71, November, 2019
Saideep Tiku, Sudeep Pasricha: Overcoming Security Vulnerabilities in Deep Learning-based Indoor Localization Frameworks on Mobile Devices. ACM Trans. Embedded Comput. Syst. 18(6): 114:1-114:24, November, 2019
Meng Hua, Luxi Yang, Chunguo Li, Qingqing Wu, A. Lee Swindlehurst: Throughput Maximization for UAV-Aided Backscatter Communication Networks. IEEE Trans. Communications 68(2): 1254-1270, November, 2019
Zhongqi Cheng, Rainer Dömer: Analyzing Variable Entanglement for Parallel Simulation of SystemC TLM-2.0 Models. ACM Trans. Embedded Comput. Syst. 18(5s): 79:1-79:20, October, 2019
Sai Manoj Pudukotai Dinakarrao, Arun Joseph, Anand Haridass, Muhammad Shafique, Jörg Henkel, Houman Homayoun: Application and Thermal-reliability-aware Reinforcement Learning Based Multi-core Power Management. ACM J. Emerg. Technol. Comput. Syst. 15(4): 33:1-33:19, October, 2019
Diaa Badawi, Tuba Ayhan, Sule Ozev, Chengmo Yang, Alex Orailoglu, Ahmet Enis Çetin: Detecting Gas Vapor Leaks Using Uncalibrated Sensors. IEEE Access 7: 155701-155710, October, 2019
Sahar Nikbakht Aali, Nader Bagherzadeh: Divisible Load Scheduling of Image Processing Applications on the Heterogeneous Star and Tree Networks Using a New Genetic Algorithm. Concurr. Comput. Pract. Exp. 32(10), October, 2019
Minjun Seo, Fadi J. Kurdahi: Efficient Tracing Methodology Using Automata Processor. ACM Trans. Embedded Comput. Syst. 18(5s): 80:1-80:18, October, 2019
Kasra Moazzemi, Biswadip Maity, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt: HESSLE-FREE: Heterogeneous Systems Leveraging Fuzzy Control for Runtime Resource Management. ACM Trans. Embedded Comput. Syst. 18(5s): 74:1-74:19, October, 2019
Shahin Khobahi, Mojtaba Soltanalian, Feng Jiang, A. Lee Swindlehurst: Optimized Transmission for Parameter Estimation in Wireless Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 6: 35-47, October, 2019
Saideep Tiku, Sudeep Pasricha: PortLoc: A Portable Data-Driven Indoor Localization Framework for Smartphones. IEEE Des. Test 36(5): 18-26, October, 2019
Mona Soleymani, Midia Reshadi, Nader Bagherzadeh, Ahmad Khademzadeh: CLBM: Controlled Load-balancing Mechanism for Congestion Management in Silicon Interposer NoC architecture. J. Syst. Archit. 98: 102-113, September, 2019
Sandeep K. Shukla: Editorial: Adversaries and Robustness. ACM Trans. Embedded Comput. Syst. 18(4), August, 2019. ACM Trans. Design Autom. Electr. Syst. 24(6): 63:1-63:31, September, 2019
Mahyar Nazari, Reza Taghi Zadeh, Seyyed Amir Asghari, Mohammadreza Binesh Marvasti, Amir M. Rahmani: FRCD: Fast Recovery of Compressible Data in Flash Memories. Comput. Electr. Eng. 78: 520-535, September, 2019
Vipin Kumar Kukkala, Sudeep Pasricha, Thomas Bradley: JAMS-SG: A Framework for Jitter-Aware Message Scheduling for Time-Triggered Automotive Networks. ACM Trans. Design Autom. Electr. Syst. 24(6): 63:1-63:31, September, 2019
Christine S. Chan, Alper Sinan Akyürek, Baris Aksanli, Tajana Simunic Rosing: Optimal Performance-Aware Cooling on Enterprise Servers. IEEE Trans. on CAD of Integrated Circuits and Systems 38(9): 1689-1702, September, 2019
Mike Adkins, Qi Han, Sudeep Pasricha: Quality-Aware Voice Convergecast in Mobile Low Power Wireless Networks. MobiCASE 2019: 215-229, Hangzhou, China, September 25, 2019
Sandip Ray, Ahmad-Reza Sadeghi, Mohammad Al Faruque: Guest Editors’ Introduction: Secure Automotive Systems. IEEE Des. Test 36(6): 5-6, September, 2019
Anthony Bahadir Lopez, Arnav Vaibhav Malawade, Mohammad Abdullah Al Faruque, Srivalli Boddupalli, Sandip Ray: Security of Emergent Automotive Systems: A Tutorial Introduction and Perspectives on Practice. IEEE Des. Test 36(6): 10-38, September, 2019
Biswadip Maity, Majid Shoushtari, Amir M. Rahmani, Nikil D. Dutt: Self-Adaptive Memory Approximation: A Formal Control Theory Approach. Embedded Systems Letters 12(2): 33-36, September, 2019
Luis German Garcia Morales, Jose Edinson Aedo Cobo, Nader Bagherzadeh: A new approach to the Population-Based Incremental Learning algorithm using virtual regions for task mapping on NoCs. J. Syst. Archit. 97: 443-454, August, 2019
Huan Wang, Hossein Mohammadnezhad, Payam Heydari: Analysis and Design of High-Order QAM Direct-Modulation Transmitter for High-Speed Point-to-Point mm-Wave Wireless Links. J. Solid-State Circuits 54(11): 3161-3179, August, 2019
Sandeep K. Shukla: Editorial: Adversaries and Robustness. ACM Trans. Embedded Comput. Syst. 18(4), August, 2019
Hyun-Ho Choi, Wonjae Shin, Marco Levorato, H. Vincent Poor: Harvest-Or-Access: Slotted ALOHA for Wireless Powered Communication Networks. IEEE Trans. Veh. Technol. 68(11): 11394-11398, August, 2019
André Luís Del Mestre Martins, Alzemiro Henrique Lucas da Silva, Amir M. Rahmani, Nikil D. Dutt, Fernando Gehm Moraes: Hierarchical Adaptive Multi-objective Resource Management for Many-core Systems. J. Syst. Archit. 97: 416-427, August, 2019
Cesar Ghali, Gene Tsudik, Ersin Uzun: In Content We Trust: Network-Layer Trust in Content-Centric Networking. IEEE/ACM Trans. Netw. 27(5): 1787-1800, August, 2019
Maryam Toulabinejad, MohammadReza Taheri, Keivan Navi, Nader Bagherzadeh: Toward Efficient Implementation of Basic Balanced Ternary Arithmetic Operations in CNFET Technology. Microelectron. J. 90: 267-277, August, 2019
Hossein Mohammadnezhad, Huan Wang, Andreia Cathelin, Payam Heydari: A 115-135-GHz 8PSK Receiver Using Multi-Phase RF-Correlation-Based Direct-Demodulation Method. J. Solid-State Circuits 54(9): 2435-2448, July, 2019
Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Rajiv V. Joshi, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun: Big vs Little Core for Energy-efficient Hadoop Computing. J. Parallel Distributed Comput. 129: 110-124, July, 2019
Amin Mehranzadeh, Ahmad Khademzadeh, Nader Bagherzadeh, Midia Reshadi: DICA: Destination Intensity and Congestion-aware Output Selection Strategy for Network-on-chip Systems. IET Computers & Digital Techniques 13(4): 335-347, July, 2019
Ahmed E. Khorshid, Ibrahim N. Alquaydheb, Ahmed M. Eltawil, Fadi J. Kurdahi: IBCFAP: Intra-Body Communications Five-Layers Arm Phantom Model. IEEE Access 7: 93701-93710, July, 2019
Sepehr Tabrizchi, MohammadReza Taheri, Keivan Navi, Nader Bagherzadeh: Novel CNFET Ternary Circuit Techniques for High-performance and Energy-efficient Design. IET Circuits, Devices & Systems 13(2): 193-202, July, 2019
Iman Azimi, Tapio Pahikkala, Amir M. Rahmani, Hannakaisa Niela-Vilén, Anna Axelin, Pasi Liljeberg: Missing Data Resilient Decision-making for Healthcare IoT Through Personalization: A Case Study on Maternal Health. Future Gener. Comput. Syst. 96: 297-308, July, 2019
Antonio Miele, Anil Kanduri, Kasra Moazzemi, Dávid Juhász, Amir-Mohammad Rahmani, Nikil D. Dutt, Pasi Liljeberg, Axel Jantsch: On-Chip Dynamic Resource Management. Found. Trends Electron. Des. Autom. 13(1-2): 1-14, July, 2019
Kiran S. Balagani, Matteo Cardaioli, Mauro Conti, Paolo Gasti, Martin Georgiev, Tristan Gurtler, Daniele Lain, Charissa Miller, Kendall Molas, Nikita Samarin, Eugen Saraci, Gene Tsudik, Lynn Wu: PILOT: Password and PIN Information Leakage From Obfuscated Typing Videos. J. Comput. Secur. 27(4): 405-425, July, 2019
Iman Azimi, Olugbenga Oti, Sina Labbaf, Hannakaisa Niela-Vilén, Anna Axelin, Nikil D. Dutt, Pasi Liljeberg, Amir M. Rahmani: Personalized Maternal Sleep Quality Assessment: An Objective IoT-based Longitudinal Study. IEEE Access 7: 93433-93447, July, 2019
Mao-Cheng Lee, Alireza Karimi-Bidhendi, Omid Malekzadeh-Arasteh, Po T. Wang, An H. Do, Zoran Nenadic, Payam Heydari: A CMOS MedRadio Transceiver With Supply-Modulated Power Saving Technique for an Implantable Brain-Machine Interface System. J. Solid-State Circuits 54(6): 1541-1552, June, 2019
Maximilian Götzinger, Nima Taherinejad, Hedyeh A. Kholerdi, Axel Jantsch, E. Willegger, Thomas Glatzl, Amir M. Rahmani, Thilo Sauter, Pasi Liljeberg: Model-Free Condition Monitoring with Confidence. Int. J. Computer Integrated Manufacturing 32(4-5): 466-481 June, 2019
Fabíola Gonçalves C. Ribeiro, Achim Rettberg, Carlos E. Pereira, Michel S. Soares: Ein Modellierungsansatz für eine Systemarchitekturbeschreibung von Automotive-Systemen mit MARTE und SysML. Automatisierungstechnik 67(6): 490-501, June, 2019
Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing: Hardware-Software Co-Design to Accelerate Neural Network Applications. JETC 15(2): 21:1-21:18, June, 2019
An Chen, Supriyo Datta, Xiaobo Sharon Hu, Michael T. Niemier, Tajana Simunic Rosing, J. Joshua Yang: A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies. IEEE Design & Test 36(3): 46-68, June, 2019
Sandeep K. Shukla: Editorial: Reflections on the History of Cyber-Physical versus Embedded Systems. ACM Trans. Embedded Comput. Syst. 18(3), June, 2019
Mao-Cheng Lee, Alireza Karimi-Bidhendi, Omid Malekzadeh-Arasteh, Po T. Wang, An H. Do, Zoran Nenadic, Payam Heydari: A CMOS MedRadio Transceiver With Supply-Modulated Power Saving Technique for an Implantable Brain-Machine Interface System. J. Solid-State Circuits 54(6): 1541-1552, June, 2019
André Luís Del Mestre Martins, Rafael Garibotti, Nikil D. Dutt, Fernando Gehm Moraes: The Power Impact of Hardware and Software Actuators on Self-Adaptable Many-Core Systems. Journal of Systems Architecture – Embedded Systems Design 97: 42-53, May, 2019
Razieh Abedi, Rouzbeh Kananizadeh, Omeed Momeni, Payam Heydari: A CMOS V-Band PLL With a Harmonic Positive Feedback VCO Leveraging Operation in Triode Region for Phase-Noise Improvement. IEEE Trans. on Circuits and Systems 66-I(5): 1818-1830, May, 2019
Myungjae Shin, Joongheon Kim, Marco Levorato: Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks. IEEE Trans. Vehicular Technology 68(5): 4235-4248, May, 2019
Faruque: Extended Range Electric Vehicle With Driving Behavior Estimation in Energy Management. IEEE Trans. Smart Grid 10(3): 2959-2968, May, 2019
Shun-Chi Wu, Peng-Tzu Chen, A. Lee Swindlehurst, Pei-Lun Hung: Cancelable Biometric Recognition With ECGs: Subspace-Based Approaches. IEEE Trans. Information Forensics and Security 14(5): 1323-1336, May, 2019
Jindan Xu, Wei Xu, Jun Zhu, Derrick Wing Kwan Ng, A. Lee Swindlehurst: Secure Massive MIMO Communication With Low-Resolution DACs. IEEE Trans. Communications 67(5): 3265-3278, May, 2019
Korosh Vatanparvar, Sina Faezi, Igor Burago, Marco Levorato, Mohammad Abdullah Al Faruque: Extended Range Electric Vehicle With Driving Behavior Estimation in Energy Management. IEEE Trans. Smart Grid 10(3): 2959-2968, May, 2019
Mohsen Imani, Daniel Peroni, Abbas Rahimi, Tajana Simunic Rosing: Resistive CAM Acceleration for Tunable Approximate Computing. IEEE Trans. Emerging Topics Comput. 7(2): 271-280, April-June, 2019
Mohammad Javad Azizipour, Kamal Mohamed-Pour, A. Lee Swindlehurst: A Burst-Form CSI Estimation Approach for FDD Massive MIMO systems. Signal Processing 162: 106-114 April, 2019
Dylan Machovec, Bhavesh Khemka, Nirmal Kumbhare, Sudeep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel, Ali Akoglu, Gregory A. Koenig, Salim Hariri, Cihan Tunc, Michael Wright, Marcia Hilton, Rajendra Rambharos, Christopher Blandin, Farah Fargo, Ahmed Louri, Neena Imam: Utility-Based Resource Management in an Oversubscribed Energy-Constrained Heterogeneous Environment Executing Parallel Applications. Parallel Computing 83: 48-72, April, 2019
Tuan Nguyen Gia, Imed Ben Dhaou, Mai Ali, Amir M. Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen: Energy Efficient Fog-Assisted IoT System for Monitoring Diabetic Patients with Cardiovascular Disease. Future Generation Comp. Syst. 93: 198-211, April, 2019
Mohsen Imani, Saransh Gupta, Sahil Sharma, Tajana Simunic Rosing: NVQuery: Efficient Query Processing in Nonvolatile Memory. IEEE Trans. on CAD of Integrated Circuits and Systems 38(4): 628-639, April, 2019
Gergely Ács, Mauro Conti, Paolo Gasti, Cesar Ghali, Gene Tsudik, Christopher A. Wood: Privacy-Aware Caching in Information-Centric Networking. IEEE Trans. Dependable Sec. Comput. 16(2): 313-328, March – April 2019.
Sepehr Tabrizchi, MohammadReza Taheri, Keivan Navi, Nader Bagherzadeh: Novel CNFET Ternary Circuit Techniques for High-Performance and Energy-Efficient Design. IET Circuits, Devices & Systems 13(2): 193-202, March 2019
Farzad Etemadi, Payam Heydari, Hamid Jafarkhani: On Analog QAM Demodulation for Millimeter-Wave Communications. IEEE Trans. on Circuits and Systems 66-II(2): 402-406, March, 2019
Balint Tillman, Athina Markopoulou, Minas Gjoka, Carter T. Butts: 2K+ Graph Construction Framework: Targeting Joint Degree Matrix and Beyond. IEEE/ACM Trans. Netw. 27(2): 591-606, March, 2019
Hailun Tan, Gene Tsudik, Sanjay K. Jha: MTRA: Multi-Tier randomized remote attestation in IoT networks. Computers & Security 81: 78-93, March, 2019
Jiang Wan, Anthony Bahadir Lopez, Mohammad Abdullah Al Faruque: Physical Layer Key Generation: Securing Wireless Communication in Automotive Cyber-Physical Systems. TCPS 3(2): 13:1-13:26, March, 2019
Hamid Nejatollahi, Nikil D. Dutt, Sandip Ray, Francesco Regazzoni, Indranil Banerjee, Rosario Cammarota: Post-Quantum Lattice-Based Cryptography Implementations: A Survey. ACM Comput. Surv. 51(6): 129:1-129:41 February 6, 2019
Rajesh K. Gupta, Subhasish Mitra, Puneet Gupta: Variability Expeditions: A Retrospective. IEEE Design & Test 36(1): 65-67 February, 2019
Massimo Alioto, Magdy S. Abadir, Tughrul Arslan, Chirn Chye Boon, Andreas Burg, Chip-Hong Chang, Meng-Fan Chang, Yao-Wen Chang, Poki Chen, Pasquale Corsonello, Paolo Crovetti, Shiro Dosho, Rolf Drechsler, Ibrahim Abe M. Elfadel, Ruonan Han, Masanori Hashimoto, Chun-Huat Heng, Deukhyoun Heo, Tsung-Yi Ho, Houman Homayoun, Yuh-Shyan Hwang, Ajay Joshi, Rajiv V. Joshi, Tanay Karnik, Chulwoo Kim, Tae-Hyoung Kim, Jaydeep Kulkarni, Volkan Kursun, Yoonmyung Lee, Hai Helen Li, Huawei Li, Prabhat Mishra, Baker Mohammad, Mehran Mozaffari Kermani, Makoto Nagata, Koji Nii, Partha Pratim Pande, Bipul C. Paul, Vasilis F. Pavlidis, José Pineda de Gyvez, Ioannis Savidis, Patrick Schaumont, Fabio Sebastiano, Anirban Sengupta, Mingoo Seok, Mircea R. Stan, Mark M. Tehranipoor, Aida Todri-Sanial, Marian Verhelst, Valerio Vignoli, Xiaoqing Wen, Jiang Xu, Wei Zhang, Zhengya Zhang, Jun Zhou, Mark Zwolinski, Stacey Weber: Editorial TVLSI Positioning – Continuing and Accelerating an Upward Trajectory. IEEE Trans. VLSI Syst. 27(2): 253-280, February, 2019
Georgios Detorakis, Travis Bartley, Emre Neftci: Contrastive Hebbian learning with random feedback weights. Neural Networks 114: 1-14, February, 2019
Edoardo Fusella, Mahdi Nikdast, Ian O’Connor, José Flich, Sudeep Pasricha: Guest Editors’ Introduction: Emerging Networks-on-Chip Designs, Technologies, and Applications. JETC 15(1): 1:1-1:2, February, 2019
Anand Handa, Ashu Sharma, Sandeep K. Shukla: Machine learning in cybersecurity: A review. Wiley Interdiscip. Rev. Data Min. Knowl. Discov. 9(4), February, 2019
Sandeep K. Shukla: Editorial: Human Factors in Embedded Computing. ACM Trans. Embedded Comput. Syst. 18(1), February, 2019
Misagh Khayambashi, Arnold Lee Swindlehurst: Estimation of Sparse Directional Connectivity With Expectation Maximization. IEEE Trans. Signal Processing 67(4): 854-869, February, 2019
M. Mohamed Asan Basiri, Sandeep K. Shukla: Asynchronous Hardware Implementations for Crypto Primitives. Microprocessors and Microsystems – Embedded Hardware Design 64: 221-236, February, 2019
Yeseong Kim, Mohsen Imani, Tajana Simunic Rosing: Image Recognition Accelerator Design Using In-Memory Processing. IEEE Micro 39(1): 17-23, January- February, 2019
André Luís Del Mestre Martins, Alzemiro Henrique Lucas da Silva, Amir M. Rahmani, Nikil D. Dutt, Fernando Gehm Moraes: Hierarchical Adaptive Multi-objective Resource Management for Many-Core Systems. Journal of Systems Architecture – Embedded Systems Design 97: 416-427 January, 2019
Luis German Garcia Morales, Jose Edinson Aedo Cobo, Nader Bagherzadeh: A New Approach to the Population-Based Incremental Learning Algorithm Using Virtual Regions for Task Mapping on NoCs. Journal of Systems Architecture – Embedded Systems Design 97: 443-454, January, 2019
Rana A. Abdelaal, Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: Power Performance Tradeoffs Using Adaptive Bit Width Adjustments on Resistive Associative Processors. IEEE Trans. on Circuits and Systems 66-I(1): 302-312, January, 2019
Maral Amir, Frank Vahid, Tony Givargis: Switching Predictive Control Using Reconfigurable State-Based Model. ACM Trans. Design Autom. Electr. Syst. 24(1): 2:1-2:21 January, 2019
Rana A. Abdelaal, Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: Power Performance Tradeoffs Using Adaptive Bit Width Adjustments on Resistive Associative Processors. IEEE Trans. on Circuits and Systems 66-I(1): 302-312, January, 2019
Aditya Khune, Sudeep Pasricha: Mobile Network-Aware Middleware Framework for Cloud Offloading: Using Reinforcement Learning to Make Reward-Based Decisions in Smartphone Applications. IEEE Consumer Electronics Magazine 8(1): 42-48, January, 2019
Sandeep K. Shukla: Editorial: Embedded Security Challenge: Cyber Security Contests in the Embedded Computing Domain. ACM Trans. Embedded Comput. Syst. 17(6): 91:1-91:2, January, 2019
Oliver De Candido, Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek: Reconsidering Linear Transmit Signal Processing in 1-Bit Quantized Multi-User MISO Systems. IEEE Trans. Wireless Communications 18(1): 254-267, January, 2019
Xavier Carpent, Norrathep Rattanavipanon, Gene Tsudik: Remote Attestation Via Self-Measurement. ACM Trans. Design Autom. Electr. Syst. 24(1): 11:1-11:15, January, 2019
Maral Amir, Frank Vahid, Tony Givargis: Switching Predictive Control Using Reconfigurable State-Based Model. ACM Trans. Design Autom. Electr. Syst. 24(1): 2:1-2:21, January, 2019
Antonio Miele, Anil Kanduri, Kasra Moazzemi, Dávid Juhász, Amir-Mohammad Rahmani, Nikil D. Dutt, Pasi Liljeberg, Axel Jantsch: On-Chip Dynamic Resource Management. Foundations and Trends in Electronic Design Automation 13(1-2): 1-14 (2019)
Sergey Shaboyan, Alireza Shahan Behbahani, Ahmed M. Eltawil: Active Cancellation of Self-Interference for Full-Duplex Amplify and Forward Wi-Fi Relay. IEEE Wireless Commun. Letters 7(6): 1050-1053, December, 2018
Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: A Hybrid Approximate Computing Approach for Associative In-Memory Processors. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(4): 758-769, December, 2018
Abhimanyu Chopra, Hakan Aydin, Setareh Rafatirad, Houman Homayoun: Optimal Allocation of Computation and Communication in an IoT Network. ACM Trans. Design Autom. Electr. Syst. 23(6): 78:1-78:22, December, 2018
Ted Winograd, Gaurav Shenoy, Hassan Salmani, Hamid Mahmoodi, Setareh Rafatirad, Houman Homayoun: Programmable Gates Using Hybrid CMOS-STT Design to Prevent IC Reverse Engineering. ACM Trans. Design Autom. Electr. Syst. 23(6): 76:1-76:21, December, 2018
Said Hamdioui, Pierre-Emmanuel Gaillardon, Dietmar Fey, Tajana Simunic Rosing: Guest Editorial Memristive-Device-Based Computing. IEEE Trans. VLSI Syst. 26(12): 2581-2583, December, 2018
Alper Sinan Akyurek, Tajana Simunic Rosing: Optimal Packet Aggregation Scheduling in Wireless Networks. IEEE Trans. Mob. Comput. 17(12): 2835-2852, December, 2018
Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek: Quantized Constant Envelope Precoding With PSK and QAM Signaling. IEEE Trans. Wireless Communications 17(12): 8022-8034, December, 2018
Naehyuck Chang, Mohammad Al Faruque, Zili Shao, Chun Jason Xue, Yiran Chen, Donkyu Baek: Survey of Low-Power Electric Vehicles: A Design Automation Perspective. IEEE Design & Test 35(6): 44-70, December, 2018
Korosh Vatanparvar, Mohammad Abdullah Al Faruque: Path to Eco-Driving: Electric Vehicle HVAC and Route Joint Optimization. IEEE Design & Test 35(6): 8-15, December, 2018
Weichen Liu, Lei Yang, Weiwen Jiang, Liang Feng, Nan Guan, Wei Zhang, Nikil D. Dutt: Thermal-Aware Task Mapping on Dynamically Reconfigurable Network-on-Chip Based Multiprocessor System-on-Chip. IEEE Trans. Computers 67(12): 1818-1834, December, 2018
Min Soo Kim, Alberto A. Del Barrio, Leonardo Tavares Oliveira, Román Hermida, Nader Bagherzadeh: Efficient Mitchell’s Approximate Log Multipliers for Convolutional Neural Networks. IEEE Trans. Computers 68(5): 660-675, May, 2019
Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: SMT Attack: Next Generation Attack on Obfuscated Circuits with Capabilities and Performance Beyond the SAT Attacks. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019(1): 97-122, November, 2019
Farhan A. Alenizi, Fadi J. Kurdahi, Ahmed M. Eltawil, Awad Kh. Al-Asmari: Hybrid Pyramid-DWT-SVD Dual Data Hiding Technique for Videos Ownership Protection. Multimedia Tools Appl. 78(11): 14511-14547, November, 2019
Mahmudur Rahman Hera, Amatur Rahman, Hua-Jun Hong, Li-Wen Pan, Md. Yusuf Sarwar Uddin, Nalini Venkatasubramanian, Cheng-Hsin Hsu: An Adaptive IoT Platform on Budgeted 3G Data Plans. Journal of Systems Architecture – Embedded Systems Design 97: 65-76, November, 2018
Peizhao Ou, Brian Demsky: Towards Understanding the Costs of Avoiding Out-Of-Thin-Air Results. PACMPL 2(OOPSLA): 136:1-136:29 November, 2018
Sina Shahhosseini, Kasra Moazzemi, Amir M. Rahmani, Nikil D. Dutt: On the Feasibility of SISO Control-Theoretic DVFS for Power Capping in CMPs. Microprocessors and Microsystems – Embedded Hardware Design 63: 249-258, November, 2018
Maral Amir, Tony Givargis: Priority Neuron: A Resource-Aware Neural Network for Cyber-Physical Systems. IEEE Trans. on CAD of Integrated Circuits and Systems 37(11): 2732-2742, November, 2018
Roberto Valentini, Marco Levorato, Fortunato Santucci: Optimal Aging-Aware Channel Access and Power Allocation for Battery-Powered Devices With Radio Frequency Energy Harvesting. IEEE Trans. Communications 66(11): 5773-5787, November, 2018
Zhangxiaowen Gong, Zhi Chen, Justin Josef Szaday, David C. Wong, Zehra Sura, Neftali Watkinson, Saeed Maleki, David A. Padua, Alexander V. Veidenbaum, Alexandru Nicolau, Josep Torrellas: An Empirical Study of the Effect of Source-Level Loop Transformations on Compiler Stability. PACMPL 2(OOPSLA): 126:1-126:29, November, 2018
Sai Vineel Reddy Chittamuru, Dharanidhar Dang, Sudeep Pasricha, Rabi N. Mahapatra: BiGNoC: Accelerating Big Data Computing with Application-Specific Photonic Network-On-Chip Architectures. IEEE Trans. Parallel Distrib. Syst. 29(11): 2402-2415, November, 2018
Sandeep Kumar Shukla: Editorial: Need for Artifact Verified Articles in ACM Transactions. ACM Trans. Embedded Comput. Syst. 17(5): 82:1-82:2, November, 2018
Ang Li, Christos Masouros, Fan Liu, A. Lee Swindlehurst: Massive MIMO 1-Bit DAC Transmission: A Low-Complexity Symbol Scaling Approach. IEEE Trans. Wireless Communications 17(11): 7559-7575, November, 2018
Shihao Yan, Xiangyun Zhou, Nan (Jonas) Yang, Thushara D. Abhayapala, A. Lee Swindlehurst: Secret Channel Training to Enhance Physical Layer Security With a Full-Duplex Receiver. IEEE Trans. Information Forensics and Security 13(11): 2788-2800, November, 2018
N. Asokan, Thomas Nyman, Norrathep Rattanavipanon, Ahmad-Reza Sadeghi, Gene Tsudik: ASSURED: Architecture for Secure Software Update of Realistic Embedded Devices. IEEE Trans. on CAD of Integrated Circuits and Systems 37(11): 2290-2300, November, 2018
Saeed Mirzamohammadi, Ardalan Amiri Sani: Viola: Trustworthy Sensor Notifications for Enhanced Privacy on Mobile Systems. IEEE Trans. Mob. Comput. 17(11): 2689-2702, November, 2018
Daniel Dauwe, Sudeep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel: Resilience-Aware Resource Management for Exascale Computing Systems. T-SUSC 3(4): 332-345, October.-December, 2018
Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Houman Homayoun: Hardware Accelerated Mappers for Hadoop MapReduce Streaming. IEEE Trans. Multi-Scale Computing Systems 4(4): 734-748, October.-December, 2018
Ninad Hogade, Sudeep Pasricha, Howard Jay Siegel, Anthony A. Maciejewski, Mark A. Oxley, Eric Jonardi: Minimizing Energy Costs for Geographically Distributed Heterogeneous Data Centers. T-SUSC 3(4): 318-331 October.-December, 2018
Ayed Alqahtani, Zongqing Ren, Jaeho Lee, Nader Bagherzadeh: System-Level Analysis of 3D ICs with Thermal TSVs. JETC 14(3): 37:1-37:16, October, 2018
Fatemeh Khodaparast, Midia Reshadi, Nader Bagherzadeh: Application Partitioning and Mapping for Bypass Channel Based NoC. Computers & Electrical Engineering 71: 676-691, October, 2018
Nikil D. Dutt, Axel Jantsch: Guest Editorial: Special Issue on Self-Aware Systems on Chip. IEEE Design & Test 35(5): 5-6, October, 2018
Seyyed Amir Asghari, Mohammadreza Binesh Marvasti, Amir M. Rahmani: Enhancing Transient Fault Tolerance in Embedded Systems Through an OS Task Level Redundancy Approach. Future Generation Comp. Syst. 87: 58-65, October, 2018
Xuhua Ding, Gene Tsudik: Initializing Trust in Smart Devices via Presence Attestation. Computer Communications 131: 35-38, October, 2018
Venkata Yaswanth Raparti, Sudeep Pasricha: RAPID: Memory-Aware NoC for Latency Optimized GPGPU Architectures. IEEE Trans. Multi-Scale Computing Systems 4(4): 874-887, October-December, 2018
Tiago Mück, Bryan Donyanavard, Kasra Moazzemi, Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt: Design Methodology for Responsive and Robust MIMO Control of Heterogeneous Multicores. IEEE Trans. Multi-Scale Computing Systems 4(4): 944-951, October-December, 2018
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasricha: LIBRA: Thermal and Process Variation Aware Reliability Management in Photonic Networks-On-Chip. IEEE Trans. Multi-Scale Computing Systems 4(4): 758-772, October.-December, 2018
Amir Charif, Alexandre Coelho, Masoumeh Ebrahimi, Nader Bagherzadeh, Nacer-Eddine Zergainoh: First-Last: A Cost-Effective Adaptive Routing Solution for TSV-Based Three-Dimensional Networks-On-Chip. IEEE Trans. Computers 67(10): 1430-1444, October, 2018
Seyede Mahya Safavi, Beth A. Lopour, Pai H. Chou: Reducing the Computational Complexity of EEG Source Localization With Cortical Patch Decomposition and Optimal Electrode Selection. IEEE Trans. Biomed. Engineering 65(10): 2298-2310, October, 2018
Songwen Pei, Junge Zhang, Naixue Xiong, Myoung-Seo Kim, Jean-Luc Gaudiot: Energy Efficiency of Heterogeneous Multicore System Based on the Enhanced Amdahl’s Law. IJHPCN 12(3): 261-269, September 25, 2018
Michael Opoku Agyeman, Ali Ahmadinia, Nader Bagherzadeh: Energy and Performance-Aware Application Mapping for Inhomogeneous 3D Networks-On-Chip. Journal of Systems Architecture – Embedded Systems Design 89: 103-117, September, 2018
Ardalan Amiri Sani: Session details: MOBILE PLATFORMS. GetMobile. 22(3) September, 2018
Mischa Möstl, Johannes Schlatow, Rolf Ernst, Nikil D. Dutt, Ahmed Nassar, Amir-Mohammad Rahmani, Fadi J. Kurdahi, Thomas Wild, Armin Sadighi, Andreas Herkersdorf: Platform-Centric Self-Awareness as a Key Enabler for Controlling Changes in CPS. Proceedings of the IEEE 106(9): 1543-1567, September, 2018
Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt: HDGM: Hierarchical Dynamic Goal Management for Many-Core Resource Allocation. Embedded Systems Letters 10(3): 61-64, September, 2018
Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: A Two-Dimensional Associative Processor. IEEE Trans. VLSI Syst. 26(9): 1659-1670 September, 2018
Mischa Möstl, Johannes Schlatow, Rolf Ernst, Nikil D. Dutt, Ahmed Nassar, Amir-Mohammad Rahmani, Fadi J. Kurdahi, Thomas Wild, Armin Sadighi, Andreas Herkersdorf: Platform-Centric Self-Awareness as a Key Enabler for Controlling Changes in CPS. Proceedings of the IEEE 106(9): 1543-1567, September, 2018
Nadia Ahmed, Marco Levorato, G. P. Li: Residential Consumer-Centric Demand Side Management. IEEE Trans. Smart Grid 9(5): 4513-4524, September, 2018
Sabur Baidya, Marco Levorato: Content-Aware Cognitive Interference Control for Urban IoT Systems. IEEE Trans. Cogn. Comm. & Networking 4(3): 500-512, September, 2018
Ishan G. Thakkar, Sudeep Pasricha: DyPhase: A Dynamic Phase Change Memory Architecture With Symmetric Write Latency and Restorable Endurance. IEEE Trans. on CAD of Integrated Circuits and Systems 37(9): 1760-1773, September, 2018
Mark A. Oxley, Eric Jonardi, Sudeep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel, Patrick J. Burns, Gregory A. Koenig: Rate-Based Thermal, Power, and Co-Location Aware Resource Management for Heterogeneous Data Centers. J. Parallel Distrib. Comput. 112: 126-139, September, 2018
Rourab Paul, Sandeep K. Shukla: Partitioned Security Processor Architecture on FPGA Platform. IET Computers & Digital Techniques 12(5): 216-226, September, 2018
Xinjie Yang, A. Lee Swindlehurst: Limited Rate Feedback for Two-User MISO Gaussian Interference Channel With and Without Secrecy. IEEE Trans. Signal Processing 66(18): 4884-4897, September, 2018
Shaahin Angizi, Zhezhi He, Nader Bagherzadeh, Deliang Fan: Design and Evaluation of a Spintronic In-Memory Processing Platform for Nonvolatile Data Encryption. IEEE Trans. on CAD of Integrated Circuits and Systems 37(9): 1788-1801, September, 2018
Maria Malik, Setareh Rafatirad, Houman Homayoun: System and Architecture Level Characterization of Big Data Applications on Big and Little Core Server Architectures. TOMPECS 3(3): 14:1-14:32, August, 2018
Hasan Erdem Yantir, Ahmed M. Eltawil, Smaïl Niar, Fadi J. Kurdahi: Power Optimization Techniques for Associative Processors. Journal of Systems Architecture – Embedded Systems Design 90: 44-53, August, 2018
Hasan Erdem Yantir, Ahmed M. Eltawil, Smaïl Niar, Fadi J. Kurdahi: Power Optimization Techniques for Associative Processors. Journal of Systems Architecture – Embedded Systems Design 90: 44-53, August, 2018
Kisong Lee, Jun-Pyo Hong, Hyun-Ho Choi, Marco Levorato: Adaptive Wireless-Powered Relaying Schemes With Cooperative Jamming for Two-Hop Secure Communication. IEEE Internet of Things Journal 5(4): 2793-2803, August, 2018
Anastasia Shuba, Athina Markopoulou, Zubair Shafiq: NoMoAds: Effective and Efficient Cross-App Mobile Ad-Blocking. PoPETs 2018(4): 125-140, August, 2018
Anil Kanduri, Mohammad Hashem Haghbayan, Amir M. Rahmani, Muhammad Shafique, Axel Jantsch, Pasi Liljeberg: adBoost: Thermal Aware Performance Boosting Through Dark Silicon Patterning. IEEE Trans. Computers 67(8): 1062-1077, August, 2018
Sandeep K. Shukla: Editorial: Early Career Researchers in Embedded Computing. ACM Trans. Embedded Comput. Syst. 17(4): 73:1-73:2, August, 2018
Korosh Vatanparvar, Mohammad Abdullah Al Faruque: Design and Analysis of Battery-Aware Automotive Climate Control for Electric Vehicles. ACM Trans. Embedded Comput. Syst. 17(4): 74:1-74:22, August, 2018
Ronak Salamat, Misagh Khayambashi, Masoumeh Ebrahimi, Nader Bagherzadeh: LEAD: An Adaptive 3D-NoC Routing Algorithm with Queuing-Theory Based Analytical Verification. IEEE Trans. Computers 67(8): 1153-1166, August, 2018
Mohsen Imani, Shruti Patil, Tajana Simunic Rosing: Approximate Computing Using Multiple-Access Single-Charge Associative Memory. IEEE Trans. Emerging Topics Comput. 6(3): 305-316, July – September, 2018
Jinseok Yang, Alper Sinan Akyurek, Sameer Tilak, Tajana Simunic Rosing: Design of Transmission Manager in Heterogeneous WSNs. IEEE Trans. Emerging Topics Comput. 6(3): 395-408, July – September, 2018
Dakai Zhu, Muhammad Shafique, Man Lin, Sudeep Pasricha: Guest Editorial: Special Issue on Low-Power Dependable Computing. T-SUSC 3(3): 137-138, July-September., 2018
M. Reza Rahimi, Nalini Venkatasubramanian, Sharad Mehrotra, Athanasios V. Vasilakos: On Optimal and Fair Service Allocation in Mobile Cloud Computing. IEEE Trans. Cloud Computing 6(3): 815-828, July-September, 2018
Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Houman Homayoun: Hadoop Workloads Characterization for Performance and Energy Efficiency Optimizations on Microservers. IEEE Trans. Multi-Scale Computing Systems 4(3): 355-368, July-September, 2018
Jeffrey L. Krichmar: Neurorobotics – A Thriving Community and a Promising Pathway Toward Intelligent Cognitive Robots. Front. Neurorobot. July, 2018
Hessam Pirzadeh, A. Lee Swindlehurst: Spectral Efficiency of Mixed-ADC Massive MIMO. IEEE Trans. Signal Processing 66(13): 3599-3613, July, 2018
Haeseung Lee, Muhammad Shafique, Mohammad Abdullah Al Faruque: Aging-Aware Workload Management on Embedded GPU Under Process Variation. IEEE Trans. Computers 67(7): 920-933, July, 2018
Freek Verbeek, Pooria M. Yaghini, Ashkan Eghbal, Nader Bagherzadeh: A Compositional Approach for Verifying Protocols Running on On-Chip Networks. IEEE Trans. Computers 67(7): 905-919, July, 2018
Christian A. Duncan, David Eppstein, Michael T. Goodrich, Stephen G. Kobourov, Maarten Löffler, Martin Nöllenburg: Planar and Poly-Arc Lombardi Drawings. JoCG 9(1): 328-355, (2018)
Scott Davidson, Shaolin Xie, Christopher Torng, Khalid Al-Hawai, Austin Rovinski, Tutu Ajayi, Luis Vega, Chun Zhao, Ritchie Zhao, Steve Dai, Aporva Amarnath, Bandhav Veluri, Paul Gao, Anuj Rao, Gai Liu, Rajesh K. Gupta, Zhiru Zhang, Ronald G. Dreslinski, Christopher Batten, Michael Bedford Taylor: The Celerity Open-Source 511-Core RISC-V Tiered Accelerator Fabric: Fast Architectures and Design Methodologies for Fast Chips. IEEE Micro 38(2): 30-41 (2018)
Hossein Mohammadnezhad, Huan Wang, Payam Heydari: Analysis and Design of a Wideband, Balun-Based, Differential Power Splitter at mm-Wave. IEEE Trans. on Circuits and Systems 65-II(11): 1629-1633 (2018)
Arquimedes Canedo, Zhi Zhang, Ahmad Albaqsami, Jiang Wan, Mohammad Abdullah Al Faruque: Maintaining the Design Intent in the Synthesis of 3-D and 1-D System Models Using Constraints.
IEEE Systems Journal 12(2): 1108-1117, June 2018
Haghighathoseini, Hossein Bobarshad, Fatehmeh Saghafi, Mohammad Sadegh Rezaei, Nader Bagherzadeh: Hospital enterprise Architecture Framework (Study of Iranian University Hospital Organization). I.J. Medical Informatics 114: 88-100, June 2018
Chen-Ying Hsieh, Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim:MEMCOP: Memory-aware Cooperative Power Management Governor for Mobile Games. Design Automation for Embedded Systems 22(12): 95-116 (2018), June 2018
Huajin Tang, Tiejun Huang, Jeffrey L. Krichmar, Garrick Orchard, Arindam Basu: Guest Editorial Special Issue on Neuromorphic Computing and Cognitive Systems. IEEE Transactions on Cognitive and Developmental Systems (TCDS) 10 (2): 122-125, June 2018
Tiffany Hwu, Alexander Y. Wang, Nicolas Oros, Jeffrey L. Krichmar: Adaptive Robot Path Planning Using a Spiking Neuron Algorithm With Axonal Delays. IEEE Transactions on Cognitive and Developmental Systems (TCDS) 10(2):126-137, June 2018
Kilian Roth, Hessam Pirzadeh, A. Lee Swindlehurst, Josef A. Nossek: A Comparison of Hybrid
Beamforming and Digital Beamforming With Low-Resolution ADCs for Multiple Users and Imperfect CSI. IEEE Journal of Selected Topics in Signal Processing 12(3): 484-498, June 2018
Sandeep K. Shukla: Editorial: To Use or Not To? Embedded Systems for Voting. ACM Transactions on Embedded Computing Systems (TECS)17(3): 58:1-58:2, June 2018
Xun Jiao, Abbas Rahimi, Yu Jiang, Jianguo Wang, Hamed Fatemi, José Pineda de Gyvez, Rajesh K. Gupta: CLIM: A Cross-Level Workload-Aware Timing Error Prediction Model for Functional Units. IEEE Transactions on Computers (TC) 67(6): 771-783, June 2018
M. Mohamed Asan Basiri, Sandeep K. Shukla: Low Power Hardware Implementations for Network Packet Processing Elements. Integration 62:170-181, June 2018
Tyler Kaczmarek, Ercan Ozturk, Gene Tsudik: Thermanator: Thermal Residue-Based Post Factum Attacks On Keyboard Password Entry. CoRR abs/1806.10189, June 2018
Juan José Besa Vial, William E. Devanny, David Eppstein, Michael T. Goodrich, Timothy Johnson: Quadratic Time Algorithms Appear to be Optimal for Sorting Evolving Data. CoRR abs/1805.05443 May, 2018
Juan José Besa Vial, William E. Devanny, David Eppstein, Michael T. Goodrich, Timothy Johnson: Optimally Sorting Evolving Data. CoRR abs/1805.03350, May 2018
Sabur Baidya, Yan Chen, Marco Levorato: eBPF-based Content and Computation-aware Communication for Real-time Edge Computing. CoRR abs/1805.02797, May 2018
Zoheb Shaikh, Sabur Baidya, Marco Levorato: Robust Multi-Path Communications for UAVs in the
Urban IoT. CoRR abs/1805.00151, May 2018
Shervin Roshanisefat, Harshith K. Thirumala, Kris Gaj, Houman Homayoun, Avesta Sasan: Benchmarking the Capabilities and Limitations of SAT Solvers in Defeating Obfuscation Schemes.
CoRR abs/1805.00054, May 2018
Chi-Sheng Shih, Jyun-Jhe Chou, Kwei-Jay Lin: WuKong: Secure Run-Time environment and data-driven IoT applications for Smart Cities and Smart Buildings. Journal of Internet Services and
Information Security (JISIS)8(2): 1-17, May 2018
Yuqi Li, Aditi Majumder, M. Gopi, Chong Wang, Jieyu Zhao: Practical Radiometric Compensation for Projection Display on Textured Surfaces using a Multidimensional Model. Computer Graphics Forum 37(2)365-375, May 2018
Zihuan Wang, Ming Li, Qian Liu, A. Lee Swindlehurst: Hybrid Precoder and Combiner Design With
Low-Resolution Phase Shifters in mmWave MIMO Systems. IEEE Journal of Selected Topics in
Signal Processing 12(2): 256-269, May 2018
Moreno Ambrosin, Alberto Compagno, Mauro Conti, Cesar Ghali, Gene Tsudik: Security and Privacy
Analysis of National Science Foundation Future Internet Architectures. IEEE Communications
Surveys and Tutorials 20(2): 1418-1442, January – April 2018
Yuqi Li, Aditi Majumder, Hao Zhang, M. Gopi: Optimized Multi-Spectral Filter Array Based Imaging of Natural Scenes. Sensors 18(4):1172, April 2018
Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing:
Modular and Personalized Smart Health Application Design in a Smart City Environment. 614-623, April 2018
Shun-Chi Wu, A. Lee Swindlehurst:Direct Feature Extraction from Multi-Electrode Recordings for Spike Sorting. Digital Signal Processing 75: 222-231, April 2018
Ali Bozorgmehr, Mohammad Hossein Moaiyeri, Keivan Navi, Nader Bagherzadeh: Ultra-Efficient Fuzzy Min/Max Circuits Based on Carbon Nanotube FETs. IEEE Transactions on Fuzzy Systems (TFS) 26(2):1073-1078, April 2018
Zana Ghaderi, Ayed Alqahtani, Nader Bagherzadeh:AROMa: Aging-Aware Deadlock-Free Adaptive
Routing Algorithm and Online Monitoring in 3D NoCs. IEEE Transactions on Computers (TC):772-
788, April 2018
Katayoun Neshatpour, Wayne Burleson, Amin Khajeh, Houman Homayoun: Enhancing Power, Performance, and Energy Efficiency in Chip Multiprocessors Exploiting Inverse Thermal Dependence. IEEE Transactions on Very Large Scale Intergration Systems (TVLSI)26(4): 778-791,
April 2018
Katayoun Neshatpour, Wayne Burleson, Amin Khajeh, Houman Homayoun: Enhancing Power, Performance, and Energy Efficiency in Chip Multiprocessors Exploiting Inverse Thermal Dependence. 778-791, April 2018
Ivan Oliveira Nunes, Gene Tsudik: KRB-CCN: Lightweight Authentication & Access Control for
Private Content-Centric Networks. CoRR abs/1804.03820, April 2018
Hadi Mardani Kamali, Kimia Zamiri Azar, Kris Gaj, Houman Homayoun, Avesta Sasan: LUT-Lock: A Novel LUT-based Logic Obfuscation for FPGA-Bitstream and ASIC-Hardware Protection. CoRR abs/1804.11275, April 2018
Gill Barequet, David Eppstein, Michael T. Goodrich, Nil Mamano: Stable-Matching Voronoi Diagrams: Combinatorial Complexity and Algorithms. CoRR abs/1804.09411, April 2018
Sandeep K. Shukla: Editorial: Industry 4.0 – A Confluence of Embedded Artificial Intelligence, Machine Learning, Robotics and Security. ACM Transactions on Embedded Computing Systems 17
(2): 29:1-29:2, April 2018
Scott Davidson, Shaolin Xie, Christopher Torng, Khalid Al-Hawai, Austin Rovinski, Tutu Ajayi, Luis
Vega, Chun Zhao, Ritchie Zhao, Steve Dai, Aporva Amarnath, Bandhav Veluri, Paul Gao, Anuj Rao, Gai
Liu, Rajesh K. Gupta, Zhiru Zhang, Ronald G. Dreslinski, Christopher Batten, Michael Bedford Taylor:
The Celerity Open-Source 511-Core RISC-V Tiered Accelerator Fabric: Fast Architectures and
Design Methodologies for Fast Chips. IEEE Micro 38(2): 30-41, March – April 2018
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof, “Unsupervised heart- rate estimation in wearables with Liquid states and a probabilistic readout,” Neural Networks 99: 134-147, March 2018
Yi Xiang, Sudeep Pasricha: Mixed-criticality scheduling on heterogeneous multicore systems powered by energy harvesting. Integration 61: 114-124, March 2018
Aviral Shrivastava, Fadi J. Kurdahi, “Guest Editorial: Special Issue on Accelerated Computing,” IEEE Trans. Multi-Scale Computing Systems 4(1): 1-2 January – March 2018
Fahimeh Danehdaran, Milad Bagherian Khosroshahy, Keivan Navi, Nader Bagherzadeh, “Design and Power Analysis of New Coplanar One-Bit Full-Adder Cell in Quantum-Dot Cellular Automata,” J.
Low Power Electronics 14(1): 38-48 March 2018
Jeng-Hau Lin, Yunfan Yang, Rajesh K. Gupta, Zhuowen Tu: Local Binary Pattern Networks. CoRR abs/1803.07125, March 2018
Giordano Da Lozzo, David Eppstein, Michael T. Goodrich, Siddharth Gupta: Subexponential-Time and FPT Algorithms for Embedded Flat Clustered Planarity. CoRR abs/1803.05465, March 2018 38. David Eppstein, Michael T. Goodrich, Nil Mamano: Reactive Proximity Data Structures for Graphs.
CoRR abs/1803.04555, March 2018
Hong Linh Truong, Nanjangud C. Narendra, Kwei-Jay Lin, “Notes on ensembles of IoT, network
functions and clouds for service-oriented computing and applications,” Service Oriented Computing
and Applications 12(1): 1-10 March 2018
Khanh Nguyen, Lu Fang, Christian Navasca, Guoqing (Harry) Xu, Brian Demsky, Shan Lu, “Skyway:
Connecting Managed Heaps in Distributed Big Data Systems,” ASPLOS 2018: 56-69 March 2018
Mohammad Hossein Hajkazemi, Mohammad Khavari Tavana, Tinoosh Mohsenin, Houman Homayoun,
“Heterogeneous HMC+DDRx Memory Management for Performance-Temperature Tradeoffs,”
ACM Journal on Emerging Technologies in Computing Systems (JETC) 14(1): 4:1-4:21 March 2018
Mohsen Imani, Abbas Rahimi, Pietro Mercati, Tajana Simunic Rosing, “Multi-Stage Tunable Approximate Search in Resistive Associative Memory,” IEEE Trans. Multi-Scale Computing Systems
4(1): 17-29 January – March 2018
Mohsen Imani, Daniel Peroni, Tajana Rosing, “Nvalt: Nonvolatile Approximate Lookup Table for GPU Acceleration”, Embedded Systems Letters 10(1): 14-17 March 2018
Sujit Rokka Chhetri, Arquimedes Canedo, Mohammad Abdullah Al Faruque: Confidentiality Breach
Through Acoustic Side-Channel in Cyber-Physical Additive Manufacturing Systems. Transactions on Cyber-Physical Systems (TCPS) 2(1): 3:1-3:25, February 2018
Ali Bozorgmehr, Mohammad Hossein Moaiyeri, Keivan Navi, Nader Bagherzadeh, “Ultra-Efficient Fuzzy Min/Max Circuits Based on Carbon Nanotube FETs,” IEEE Trans. Fuzzy Systems 26(2):
1073-1078 February 2018
Chuili Kong, Amine Mezghani, Caijun Zhong, A. Lee Swindlehurst, Zhaoyang Zhang, “Nonlinear
Precoding for Multipair Relay Networks With One-Bit ADCs and DACs,” IEEE Signal Process. Lett.
25(2): 303-307 February 2018
Khanh Nguyen, Kai Wang, Yingyi Bu, Lu Fang, Guoqing (Harry) Xu: Understanding and Combating
Memory Bloat in Managed Data-Intensive Systems. ACM Transactions on Software Engineering and
Methodology (TOSEM)26(4): 12:1-12:41, February 2018Fabíola Gonçalves C. Ribeiro, Carlos Eduardo Pereira, Achim Rettberg, Michel S. Soares, “Model-based requirements specification of real-time systems with UML, SysML and MARTE,” Software and System Modeling 17(1): 343-361 February 2018
Jurn-Gyu Park, Chen-Ying Hsieh, Nikil D. Dutt, Sung-Soo Lim: Synergistic CPU-GPU Frequency
Capping for Energy-Efficient Mobile Games. ACM Transactions on Embedded Computing Systems
17(2): 45:1-45:24, February 2018
Majid Shoushtari, Bryan Donyanavard, Luis Angel D. Bathen, Nikil D. Dutt: ShaVe-ICE: Sharing
Distributed Virtualized SPMs in Many-Core Embedded Systems. ACM Transactions on Embedded
Computing Systems (TECS)17(2): 47:1-47:25, February 2018
Jaganathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing, “Modular and Personalized Smart Health Application Design in a Smart City Environment,” IEEE Internet of Things Journal 5(2): 614-623 February 2018
Mark A. Oxley, Eric Jonardi, Sudeep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel, Patrick J. Burns, Gregory A. Koenig, “Rate-based thermal, power, and co-location aware resource management for heterogeneous data centers,” Journal on Parallel Distributed Computing (JPDC)112:
126-139, February 2018
Alireza Karimi-Bidhendi, Hossein Mohammadnezhad, Michael M. Green, Payam Heydari: A Silicon-Based Low-Power Broadband Transimpedance Amplifier. IEEE Trans. on Circuits and Systems 65-I(2): 498-509, February 2018
Mohammad Khavari Tavana, Mohammad Hossein Hajkazemi, Divya Pathak, Ioannis Savidis, Houman
Homayoun, “ElasticCore: A Dynamic Heterogeneous Platform With Joint Core and Voltage/Frequency Scaling,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI)
26(2): 249-261 February 2018
Jie Tang, Shaoshan Liu, Songwen Pei, Stéphane Zuckerman, Chen Liu, Weisong Shi, Jean-Luc Gaudiot:
Teaching Autonomous Driving Using a Modular and Integrated Approach. CoRR abs/1802.09355,
February 2018
Aviral Shrivastava, Fadi J. Kurdahi: Guest Editorial: Special Issue on Accelerated Computing. IEEE
Transactions on Multi-Scale Computing Systems (TMSCS)4(1): 1-2, 2018
Adwaya Kulkarni, Adam Page, Nasrin Attaran, Ali Jafari, Maria Malik, Houman Homayoun, Tinoosh
Mohsenin, “An Energy-Efficient Programmable Manycore Accelerator for Personalized Biomedical
Applications,” IEEE Transaction on Very Large Scale Integration Systems (TVLSI) 26(1): 96-109
January 2018
Alireza Karimi-Bidhendi, Hossein Mohammadnezhad, Michael M. Green, Payam Heydari, “A Silicon-
Based Low-Power Broadband Transimpedance Amplifier,” IEEE Trans. on Circuits and Systems 65-
I(2): 498-509 January 2018
Amey M. Kulkarni, Colin Shea, Tahmid Abtahi, Houman Homayoun, Tinoosh Mohsenin, “Low Overhead CS-Based Heterogeneous Framework for Big Data Acceleration,” ACM Transactions on Embedded Computing Systems (TECS)17(1): 25:1-25:25 January 2018
Amir Fadakar Noghondar, Midia Reshadi, Nader Bagherzadeh, “Reducing bypass-based network-on- chip latency using priority mechanism,” IET Computers & Digital Techniques 12(1): 1-8 January 2018
Armineh Arasteh, Mohammad Hossein Moaiyeri, MohammadReza Taheri, Keivan Navi, Nader
Bagherzadeh, “An energy and area efficient 4: 2 compressor based on FinFETs,” Integration 60: 224-
231 January 2018
JEEE Task Force on Interfacing Techniques for Simulation Tools, Sven Christian Müller, Hanno Georg, James J. Nutaro, Edmund Widl, Yi Deng, Peter Palensky, Muhammad U. Awais, Moustafa Chenine, Markus Küch, Matthias Stifter, Hua Lin, Sandeep K. Shukla, Christian Wietfeld, Christian Rehtanz, Christian Dufour, Xiaoyu Wang, Venkata Dinavahi, M. Omar Faruque, Wenchao Meng, Shichao Liu, Antonello Monti, Ming Ni, Ali Davoudi, Ali Mehrizi-Sani, “Interfacing Power System and ICT Simulators: Challenges, State-of-the-Art, and Case Studies,” IEEE Transactions on Smart Grid 9(1):
14-24 January 2018
Khanh Nguyen, Lu Fang, Christian Navasca, Guoqing (Harry) Xu, Brian Demsky, Shan Lu, “Skyway:
Connecting Managed Heaps in Distributed Big Data Systems,” 56-69 January 2018
Adwaya Kulkarni, Adam Page, Nasrin Attaran, Ali Jafari, Maria Malik, Houman Homayoun, Tinoosh
Mohsenin: An Energy-Efficient Programmable Manycore Accelerator for Personalized Biomedical
Applications. IEEE Transactions on Very Large Scale Integration (TVLSI) 26(1): 96-109, January, 2018
Maria Malik, Rajiv V. Joshi, Rouwaida Kanj, Shupeng Sun, Houman Homayoun, Tong Li, “Sparse
Regression Driven Mixture Importance Sampling for Memory Design,” IEEE Transactions on Very
Large Scale Integration Systems (TVLSI) 26(1): 63-72, January 2018
Mohammed E. Fouda, Ahmed M. Eltawil, Fadi J. Kurdahi, “Modeling and Analysis of Passive Switching Crossbar Arrays,” IEEE Transactions on Circuits and Systems (TCS)65-I(1): 270-282
January 2018
Rajesh K. Gupta, “Editorial,” IEEE Trans. on CAD of Integrated Circuits and Systems 37(1): 1-2 January 2018
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasricha, “HYDRA: Heterodyne Crosstalk
Mitigation With Double Microring Resonators and Data Encoding for Photonic NoCs,” IEEE
Transactions on Very Large Scale Integration (TVLSI) 26(1): 168-181 January 2018
Sandeep K. Shukla, “Editorial: Trust and Security Must Become a Primary Design Concern in
Embedded Computing,” ACM Transactions on Embedded Computing Systems 17(1): 1:1-1:3 January
2018
Sean M. O'Rourke, Pawan Setlur, Muralidhar Rangaswamy, A. Lee Swindlehurst, “Relaxed BiquadraticOptimization for Joint Filter-Signal Design in Signal-Dependent STAP,” IEEE Transactions on Signal Processing 66(5): 1300-1315 January 2018
Zana Ghaderi, Ayed Alqahtani, Nader Bagherzadeh, “AROMa: Aging-Aware Deadlock-Free Adaptive
Routing Algorithm and Online Monitoring in 3D NoCs,” IEEE Transactions on Parallel Distributed
Systems (TPDS) 29(4): 772-788 January 2018
Zana Ghaderi, Nader Bagherzadeh, Ahmad Albaqsami, “STABLE: Stress-Aware Boolean Matching to
Mitigate BTI-Induced SNM Reduction in SRAM-Based FPGAs,” IEEE Transactions on Computers
(TC)67(1): 102-114 January 2018
Ahmed E. Khorshid, Ibrahim N. Alquaydheb, Ahmed M. Eltawil, Fadi J. Kurdahi: Physical Multi-Layer Phantoms for Intra-Body Communications. IEEE Access 6: 42812-42821. 2018
Hamid Nejatollahi, Nikil D. Dutt, Indranil Banerjee, Rosario Cammarota: Domain-specific Accelerators for Ideal Lattice-based Public Key Protocols. IACR Cryptology ePrint Archive 2018: 608, 2018
Peyman Nazari, Saman Jafarlou, Payam Heydari: Analysis and Design of a Millimeter-Wave Cavity-
Backed Circularly Polarized Radiator Based on Fundamental Theory of Multi-Port Oscillators.
IEEE Journal of Solid-State Circuits 52(12): 3293-3311, December 2017
Shaoshan Liu, Jie Tang, Chao Wang, Quan Wang, Jean-Luc Gaudiot: A Unified Cloud Platform for
Autonomous Driving. IEEE Computer 50(12): 42-49, December 2017
Quoc Viet Dang, Laurent Vermeiren, Antoine Dequidt, Michel Dambrine: Robust stabilizing controller design for Takagi-Sugeno fuzzy descriptor systems under state constraints and actuator saturation. Fuzzy Sets and Systems 329: 77-90 (2017)
Axel Jantsch, Nikil D. Dutt: Guest Editorial: Special Issue on Self-Aware Systems on Chip. IEEE
Design & Test 34(6): 6-7, December, 2017
Axel Jantsch, Nikil D. Dutt, Amir M. Rahmani: Self-Awareness in Systems on Chip – A Survey. IEEE
Design Test 34(6): 8-26, December 2017
Majid Shoushtari, Nikil D. Dutt: SAM: Software-Assisted Memory Hierarchy for Scalable Manycore
Embedded Systems. Embedded Systems Letters 9(4): 109-112, December 2017
Jiang Wan, Arquimedes Canedo, Mohammad Abdullah Al Faruque: Functional Model-Based Design Methodology for Automotive Cyber-Physical Systems. IEEE Systems Journal 11(4): 2028-2039, December 2017
Amine Mezghani, A. Lee Swindlehurst: mmWave Massive MIMO with Simple RF and Appropriate
DSP. CoRR abs/1712.05819, December 2017
Amine Mezghani, Josef A. Nossek, A. Lee Swindlehurst: Low SNR Asymptotic Rates of Vector Channels with One-Bit Outputs. CoRR abs/1712.05728, December 2017
Hamid Mirzaei Buini, Steffen Peter, Tony Givargis: Adaptive embedded control of cyber-physical
systems using reinforcement learning. IET Cyper-Physical Systems: Theory & Applications 2(3): 127-135, November 2017
Haneet Singh Mahajan, Thomas Bradley, Sudeep Pasricha, "Application of Systems Theoretic Process Analysis to a Lane Keeping Assist System," Reliability Engineering & System Safety 167: 177-183, November 2017
Zhou Fang, Mulong Luo, Fatima M. Anwar, Hao Zhuang, Rajesh K. Gupta:Go-realtime: a lightweight
framework for multiprocessor real-time system in user space. ACM SIGBED Review 14(4): 46-52,
November 2017
Iman Azimi, Arman Anzanpour, Amir M. Rahmani, Tapio Pahikkala, Marco Levorato, Pasi Liljeberg,
Nikil D. Dutt: HiCH: Hierarchical Fog-Assisted Computing Architecture for Healthcare IoT. ACM
Transactions on Embedded Computing Systems (TECS)16(5): 174:1-174:20, October 2017
Alireza Karimi-Bidhendi, Omid Malekzadeh-Arasteh, Mao-Cheng Lee, Colin M. McCrimmon, Po T.
Wang, Akshay Mahajan, Charles Y. Liu, Zoran Nenadic, An H. Do, Payam Heydari, "CMOS Ultralow Power Brain Signal Acquisition Front-Ends: Design and Human Testing," IEEE Transactions on Biomedical Circuits and Systems (TBCAS) 11(5): 1111-1122, October 2017
Anil Kanduri, Mohammad Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen, Nikil Dutt:, "Accuracy-Aware Power Management for Many-Core Systems Running Error-Resilient Applications," IEEE Transactions on Very Large Scale Integration Systems (TVLSI) 25(10): 2749-2762, October 2017
Christopher Langlois, Saideep Tiku, Sudeep Pasricha, "Indoor Localization with Smartphones:
Harnessing the Sensor Suite in Your Pocket," IEEE Consumer Electronics Magazine 6(4): 70-80,
October 2017
Colin M. McCrimmon, Jonathan Lee Fu, Ming Wang, Lucas Silva Lopes, Po T. Wang, Alireza Karimi-
Bidhendi, Charles Y. Liu, Payam Heydari, Zoran Nenadic, An H. Do, "Performance Assessment of a Custom, Portable, and Low-Cost Brain-Computer Interface Platform," IEEE Transactions on
Biomedical Engineering (TBME) 64(10): 2313-2320, October 2017
Jie Tang, Dawei Sun, Shaoshan Liu, Jean-Luc Gaudiot, "Enabling Deep Learning on IoT Devices,
IEEE Computer 50(10): 92-96, October 2017
Zihuan Wang, Ming Li, Qian Liu, A. Lee Swindlehurst: Hybrid Precoder and Combiner Design with
Low Resolution Phase Shifters in mmWave MIMO Systems. CoRR abs/1710.06192, October 2017
Korosh Vatanparvar, Mohammad Abdullah Al Faruque: Electric Vehicle Optimized Charge and Drive
Management. ACM Transactions on Design Automation of Electronic Systems (TODAES)23(1): 3:1-
3:25, October 2017
Surong Yan, Kwei-Jay Lin, Xiaolin Zheng, Wenyu Zhang, Xiaoqing Feng, "An Approach for Building Efficient and Accurate Social Recommender Systems Using Individual Relationship Networks
IEEE Transactions on Knowledge and Data Engineering (TKDE) 29(10): 2086-2099, October 2017
Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: Approximate Memristive In-memory
Computing. ACM Transactions on Embedded Computing Systems (TECS)16(5): 129:1-129:18, October
2017
Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci: Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. CoRR abs/1709.10205, September
2017
Kilian Roth, Hessam Pirzadeh, A. Lee Swindlehurst, Josef A. Nossek: A Comparison of Hybrid Beamforming and Digital Beamforming with Low-Resolution ADCs for Multiple Users and Imperfect CSI. CoRR abs/1709.09047, September 2017
Ang Li, Christos Masouros, Fan Liu, A. Lee Swindlehurst: Massive MIMO 1-Bit DAC Transmission: A Low-Complexity Symbol Scaling Approach. CoRR abs/1709.08278, September 2017
Amine Mezghani, A. Lee Swindlehurst: Blind Estimation of Sparse Broadband Massive MIMO Channels with Ideal and One-bit ADCs. CoRR abs/1709.06698, September 2017
Amodh Kant Saxena, Inbar Fijalkow, A. Lee Swindlehurst, "Analysis of One-Bit Quantized Precoding for the Multiuser Massive MIMO Downlink," IEEE Transactions on Signal Processing (TSP) 65(17): 4624-4634, September 2017
Sandeep K. Shukla: Editorial: Security of Mobile Devices. ACM Transactions on Embedded Computing Systems 16(4): 91:1-91:2, September 2017
Divya Pathak, Houman Homayoun, Ioannis Savidis, "Smart Grid on Chip: Work Load-Balanced On-Chip Power Delivery," IEEE Transactions on Very Large Scale Integration (TVLSI) 25(9): 2538-2551, September 2017
Mahya Sam Daliri, Reza Faghih Mirzaee, Keivan Navi, Nader Bagherzadeh, "High-Performance Ternary Operators for Scrambling Integration 59: 1-9, September 2017
M. Mohamed Asan Basiri, Sandeep K. Shukla, "Flexible VLSI Architectures for Galois Field
Multipliers Integration 59: 109-124, September 2017
Mohammad Hashem Haghbayan, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Hannu Tenhunen,
Performance/Reliability-Aware Resource Management for Many-Cores in Dark Silicon Era. IEEE
Design Text (TC) 66(9): 1599-1612, September 2017
Sandeep K. Shukla, "Editorial: Security of Mobile Devices," ACM Transactions on Embedded
Computing Systems (TECS)16 (4): 91:1-91:2, September 2017
Sepehr Tabrizchi, Atiyeh Panahi, Fazel Sharifi, Keivan Navi, Nader Bagherzadeh, "Method for Designing Ternary Adder Cells Based on CNFETs," IET Circuits, Devices & Systems 11(5): 465-470, September 2017
Ishan G. Thakkar, Sudeep Pasricha: DyPhase: A Dynamic Phase Change Memory Architecture With
Symmetric Write Latency and Restorable Endurance. IEEE Trans. on CAD of Integrated Circuits and
Systems 37(9): 1760-1773, September 2017
Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci: Neural and Synaptic Array Transceiver: A Brain- Inspired Computing Framework for Embedded Learning. CoRR abs/1709.10205, September 2017
Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque: Side Channels of Cyber-Physical Systems: Case Study in Additive Manufacturing. IEEE Design & Test 34(4): 18-25, August 2018
Shaoshan Liu, Jie Tang, Zhe Zhang, Jean-Luc Gaudiot: Computer Architectures for Autonomous
Driving. IEEE Computer 50(8): 18-25, August 2018
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof:Unsupervised Heart- rate Estimation in Wearables With Liquid States and A Probabilistic Readout. CoRR abs/1708.05356, August 2017
Ahmed Ben Achballah, Slim Ben Othman, Slim Ben Saoud, "Problems and Challenges of Emerging Technology Networks-on-Chip: A Review," Microprocessors and Microsystems – Embedded Hardware Design 53: 1-20, August 2017
Sai Vineel Reddy Chittamuru, Srinivas Desai, Sudeep Pasricha, "SWIFTNoC: A Reconfigurable
Silicon-Photonic Network with Multicast-Enabled Channel Sharing for Multicore Architectures,"
ACM Journal on Emerging Technologies in Computing systems (JETC) 13(4): 58:1-58:27, August 2017
Shaoshan Liu, Jie Tang, Zhe Zhang, Jean-Luc Gaudiot, "Computer Architectures for Autonomous Driving," IEEE Computer 50(8): 18-25, August 2017
Yongzhi Li, Cheng Tao, Gonzalo Seco-Granados, Amine Mezghani, A. Lee Swindlehurst, Liu Liu,
"Channel Estimation and Performance Analysis of One-Bit Massive MIMO Systems," IEEE
Transactions on Signal Processing (TSP) 65(15): 4075-4089, August 2017
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof: Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout. CoRR abs/1708.05356, August 2017
Hongzhi Zhao, Nader Bagherzadeh, Jie Wu, "A General Fault-Tolerant Minimal Routing for Mesh Architectures," IEEE Transactions on Computers (TC) 66(7): 1240-1246, July 2017
Jie Chen, Feng Jiang, A. Lee Swindlehurst, "The Gaussian CEO Problem for Scalar Sources With Arbitrary Memory," IEEE Transactions on Information Theory (TIT) 63(7): 4286-4297, July 2017
Sandeep K. Shukla, "Editorial: Cyber Security, IoT, Block Chains – Risks and Opportunities," IEEE Transactions on Embedded Computing Systems (TECS) 16(3): 62:1-62:2, July 2017
Wael M. Elsharkasy, Amin Khajeh, Ahmed M. Eltawil, Fadi J. Kurdahi, "Reliability Enhancement of Low-Power Sequential Circuits Using Reconfigurable Pulsed Latches," IEEE Transactions on Circuits and Systems (TCAS) 64(7): 1803-1814, July 2017
Yongzhi Li, Cheng Tao, A. Lee Swindlehurst, Amine Mezghani, Liu Liu, "Downlink Achievable Rate Analysis in Massive MIMO Systems with One-Bit DACs," IEEE Communications Letters 21(7): 1669-1672, July 2017
Zhi Chen, Junjie Shen, Alex Nicolau, Alexander V. Veidenbaum, Nahid Farhady Ghalaty, Rosario Cammarota: CAMFAS: A Compiler Approach to Mitigate Fault Attacks via Enhanced SIMDization.
IACR Cryptology ePrint Archive 2017: 1083, 2017
Jeng-Hau Lin, Tianwei Xing, Ritchie Zhao, Zhiru Zhang, Mani B. Srivastava, Zhuowen Tu, Rajesh K. Gupta: Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware
Acceleration. CoRR abs/1707.04693, July 2017
Bruce Berg, Tyler Kaczmarek, Alfred Kobsa,Gene Tsudik ,”Lights, Camera, Action! Exploring Effects of Visual Distractions on Completion of Security Tasks,” The Computing Repository (CoRR)abs/1706.00056, June 2017
David Eppstein, Michael T. Goodrich, Doruk Korkmaz, Nil Mamano, “Defining Equitable Geographic Districts in Road Networks via Stable Matching,” The Computing Research Depository (CoRR)abs/1706.09593, June 2017
Rana A. Abdelaal, Alireza Shahan Behbahani, Ahmed M. Eltawil, “Practical Framework for Downlink MU-MIMO for LTE Systems,” IEEE Wireless Communications Letters (3): 314-317, June 2017
Tiago Rogério Mück, Zana Ghaderi, Nikil D. Dutt, Eli Bozorgzadeh, “Expoliting Heterogeneity for Aging-Aware Load Balancing in Mobile Platforms,” IEEE Transactions on Multi-Scale Computing Systems 3(1): 25-35, April – June 2017
Venkata Yaswanth Raparti, Nishit Ashok Kapadia, Sudeep Pasricha, “ARTEMIS: An Aging-Aware Runtime Application Mapping Framework for 3D NoC-Based Chip Multiprocessors,” ,” IEEE Transactions on Multi-Scale Computing Systems 3(1): 72-85, April – June 2017
Haeseung Lee, Mohammad Abdullah Al Faruque, “GPU Architecture Aware Instruction Scheduling for Improving Soft-Error Reliability,” IEEE Transactions on Multi-Scale Computing Systems 3(2): 72-85, April-June 2017
Hoda Naghibi Jouybari, Nael B. Abu-Ghazaleh, “Covert Channels on GPGPUs,” Computer Architecture Letter 16(1): 22-25, January-June 2017
Korosh Vatanparvar, Mohammad Abdullah Al Faruque, “Application-Specific Residential Microgrid Design Methodology,” ACM Transactions on Design Automation of Electronic Systems 22(3): 44:1-44:21, May 2017
Michael Dunaway, Robin Murphy, Nalini Venkatasubramanian, Leysia Palen, Daniel Lopresti, “Research Agenda in Intelligent Infrastructure to Enhance Disaster Management, Community Resilience and Public Safety, ” The Computing Research Repository (CoRR)abs/1705.01985, May 2017
Hamid Mirzaei, Tony Givargis, “Fine-Grained Acceleration Control for Autonomous Intersection Management Using Deep Reinforcement Learning,” the Computing Research Repository (CoRR) abs/1705.10432, May 2017
Zana Ghaderi, Mohammad Ebrahimi, Zainalabedin Navabi, Eli Bozorgzadeh, Nader Bagherzadeh, “SENSIBIe: A Highly Scalable SENsor DeSIgn for Path-Based Age Monitoring in FPGAs,” IEEE Transactions on Computers 66(5): 919-926, May 2017
Nathan Burow, Scott A. Carr, Joseph Nash, Per Larsen, Michael Franz, Stefan Brunthaler, Mathias Payer, “Control-Flow Integrity: Precision, Security, and Performance,” ACM Computing Surveys 50(1): 16:1-16:33, April 2017
Sandeep K. Shukla, “Editoral: Continuing the Course,” ACM Transactions on Embedded Computing Systems (TECS) 16(2): 25:1-28:2, April 2017
Vijay Krishna Palepu, Guoqing (Harry) Xu, James A. Jones, “Dynamic Dependence Summaries,” ACM Transactions on Software Engineering and Methodology (TOSEM) 25(4): 30:1-30:41, April 2017
David Eppstein, Michael T. Goodrich, Nil Mamano, “Algorithms for Stable Matching and Clustering in a Grid,” The Computer Research Depository (CoRR) abs/1704.02303, April 2017
Dawei Sun, Shaoshan Liu, Jean-Luc Gaudiot, “Enabling Embedded Inference Engine with ARM Computer Library: A Case Study,” the Computing Research Repository (CoRR) abs/1704.03751, April 2017
Shaoshan Liu, Bolin Ding, Jie Tang, Dawei Sun, Zhe Zhang, Grace Tsai, Jean-Luc Gaudiot, “Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm,” ,” the Computing Research Repository (CoRR) abs/1704.04712, April 2017
Hela Jedda, Amine Mezghani, Josef A Nossek, A. Lee Swindlebhurst, “Massive MIMO Downlink 1-BIt Precoding with Linear Programming for PSK Signaling,” The Computing Research Repository (CoRR)abs/1704.06426, April 2017
Andreas Lenz, Manuel S. Stein, A. Lee Swindlehurst, “Analog Tramnsmit Signal Optimization for Undersampled Delay-Doppler Estimation,” The Computing Research Repository (CoRR)abs/1704.07612, April 2017
Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque, “Side Channels of Cyber-Physical Systems: Case Study in Additive Manufacturing,” IEEE Design & Test 34(4): 18-25, April 2017
Mohammad Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Antonio Miele, Cristiana BOlchini, Hannu Tenhunen, “Can Dark Silicon Be Exploited to Prolong System Lifetime,” IEEE Design & Test 34(4): 51-59, April 2017
Iman Azimi, Amir M. Rahmani, Pasi Liljeberg, Hannu Tenhunen, “Internet of Things for Remote Elderly Monitoring: A Study from User-Centered Perspective,” Journal of Ambient Intelligence and Humanized Computing 8(2): 273-289, April 2017
Korosh Vatanparvar, Sani Fakhouri, Mst-Ayesha Siddika, Mohammad Abdullah Fal Faruque,” Compartmentalisation-based Design Automation Method for Power Grid,” IET Cyber-Physical Systems: Theory & Applications 2(1): 20-27, April 2017
Anh Le, Arash Tehrani, Alex Dimakis, Athina Markopoulou, “Recovery of Packet Losses in Wireless Broadcast for Real-Time Applications,” IEEE/ACM Transactions on Networking 25(2): 676-689, April 2017
Francesco Malandrino, Maciej Kurant, Athina Markopoulou, Cédric Westphal, Ulas C. Kozat, “Minimizing Peak Load from Information Cascades: Social Networks Meet Cellular Networks,” IEEE Transactions on Mobile Computing 15(4): 895-908, April 2017
Andrei Homescu, Todd Jackson, Stephen Crane, Stefan Brunthaler, Per Larsen, Michael Franz, “Large-Scale Automated Software Diversity – Program Evolution Redux”, IEEE Trans. Dependable Sec. Comput. 14(2): 158-171, March-April 1, 2017
Amir-Mohammad Rahmani, Pasi Liljeberg, José Luis Ayala, Hannu Tenhunen, Alexander V. Veidenbaum, “Special issue on energy efficient multi-core and many-core systems, Part II”, J. Parallel Distrib. Comput. 100: 128-129, February 2017
Colin M. McCrimmon, Jonathan L. Fu, Ming Wang, Lucas Silva Lopes, Po T. Wang, Alireza Karimi-Bidhendi, Charles Y. Liu, Payam Heydari, Zoran Nenadic, An H. Do, “A Portable Brain-Computer Interface Platform for EEG Acquisition and Decoding”, IEEE Trans. on Biomed. Engr., February 2017
Di Wu, Dmitri I. Arkhipov, Minyoung Kim, Carolyn L. Talcott, Amelia C. Regan, Julie A. McCann, Nalini Venkatasubramanian, “ADDSEN: Adaptive Data Processing and Dissemination for Drone Swarms in Urban Sensing”, IEEE Trans. Computers 66(2): 183-198, February 2017