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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
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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