| 2021 | Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters. | Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani |
| 2021 | Storage Class Memory with Computing Row Buffer: A Design Space Exploration. | Valentin Egloff, Jean-Philippe Noel, Maha Kooli, Bastien Giraud, Lorenzo Ciampolini, Roman Gauchi, Csar Fuguet Tortolero, Eric Guthmuller, Mathieu Moreau, Jean-Michel Portal |
| 2021 | Approximate Logic Synthesis of Very Large Boolean Networks. | Jorge Echavarria, Stefan Wildermann, Jrgen Teich |
| 2021 | Exploring Deep Learning for In-Field Fault Detection in Microprocessors. | Simone Dutto, Alessandro Savino, Stefano Di Carlo |
| 2021 | A Fairness Conscious Cache Replacement Policy for Last Level Cache. | Kousik Kumar Dutta, Prathamesh Nitin Tanksale, Shirshendu Das |
| 2021 | Few hints towards more sustainable Al. | Marc Duranton |
| 2021 | OR-ML: Enhancing Reliability for Machine Learning Accelerator with Opportunistic Redundancy. | Bo Dong, Zheng Wang, Wenxuan Chen, Chao Chen, Yongkui Yang, Zhibin Yu |
| 2021 | A Learning-Based Methodology for Accelerating Cell-Aware Model Generation. | P. D'Hondt, Aymen Ladhar, Patrick Girard, Arnaud Virazel |
| 2021 | HMD-Hardener: Adversarially Robust and Efficient Hardware-Assisted Runtime Malware Detection. | Abhijitt Dhavlle, Sanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao |
| 2021 | Real-Time Detection and Localization of Denial-of-Service Attacks in Heterogeneous Vehicular Networks. | Meenu Rani Dey, Moumita Patra, Prabhat Mishra |
| 2021 | Efficient Hardware-assisted Out-place Update for Persistent Memory. | Yifu Deng, Jianhui Yue, Zhiyuan Lu, Yifeng Zhu |
| 2021 | A low-cost BLE-based distance estimation, occupancy detection and counting system. | Florenc Demrozi, Fabio Chiarani, Graziano Pravadelli |
| 2021 | SealPK: Sealable Protection Keys for RISC-V. | Leila Delshadtehrani, Sadullah Canakci, Manuel Egele, Ajay Joshi |
| 2021 | Modeling, implementation, and analysis of XRCE-DDS applications in distributed multi-processor real-time embedded systems. | Saeid Dehnavi, Dip Goswami, Martijn Koedam, Andrew Nelson, Kees Goossens |
| 2021 | Hardware- and Situation-Aware Sensing for Robust Closed-Loop Control Systems. | Sayandip De, Yingkai Huang, Sajid Mohamed, Dip Goswami, Henk Corporaal |
| 2021 | MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. | Alessio Colucci, Dvid Juhsz, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Gnther Nadbath, Axel Jantsch, Muhammad Shafique |
| 2021 | Dataflow Restructuring for Active Memory Reduction in Deep Neural Networks. | Antonio Cipolletta, Andrea Calimera |
| 2021 | PATRON: A Pragmatic Approach for Encoding Laser Fault Injection Resistant FSMs. | Muhtadi Choudhury, Domenic Forte, Shahin Tajik |
| 2021 | Real-time Private Membership Test using Homomorphic Encryption. | Eduardo Chielle, Homer Gamil, Michail Maniatakos |
| 2021 | Performance-driven Routing Methodology with Incremental Placement Refinement for Analog Layout Design. | Hao-Yu Chi, Han-Chung Chang, Chih-Hsin Yang, Chien-Nan Liu, Jing-Yang Jou |
| 2021 | MAVIREC: ML-Aided Vectored IR-Drop Estimation and Classification. | Vidya A. Chhabria, Yanqing Zhang, Haoxing Ren, Ben Keller, Brucek Khailany, Sachin S. Sapatnekar |
| 2021 | Workload- and User-aware Battery Lifetime Management for Mobile SoCs. | Sofiane Chetoui, Sherief Reda |
| 2021 | Reducing Memory Access Conflicts with Loop Transformation and Data Reuse on Coarse-grained Reconfigurable Architecture. | Yuge Chen, Zhongyuan Zhao, Jianfei Jiang, Guanghui He, Zhigang Mao, Weiguang Sheng |
| 2021 | Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D. | Fan Chen, Linghao Song, Hai Li, Yiran Chen |
| 2021 | RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification. | Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen |