| 2021 | 55nm CMOS Analog Circuit Implementation of LIF and STDP Functions for Low-Power SNNs. Zhitao Yang, Zhujiang Han, Yucong Huang, Terry Tao Ye |
| 2021 | A Flash-Based Multi-Bit Content-Addressable Memory with Euclidean Squared Distance. Arman Kazemi, Shubham Sahay, Ayush Saxena, Mohammad Mehdi Sharifi, Michael T. Niemier, X. Sharon Hu |
| 2021 | A High-Performance Low-Power Barrett Modular Multiplier for Cryptosystems. Bo Zhang, Zeming Cheng, Massoud Pedram |
| 2021 | ACME: An Energy-Efficient Approximate Bus Encoding for I Chen Xie, Daniele Jahier Pagliari, Andrea Calimera, Enrico Macii, Massimo Poncino |
| 2021 | Active Cell Balancing for Life Cycle Extension of Lithium-Ion Batteries under Thermal Gradient. Philipp Kremer, Francesco Cigarini, Dietmar Göhlich, Sangyoung Park |
| 2021 | An Instruction-Level Power and Energy Model for the Rocket Chip Generator. Zhiping Wang, W. Rhett Davis |
| 2021 | Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David M. Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato |
| 2021 | BEACON: BEst Approximations for Complete BehaviOral HeterogeNeous SoCs. Prattay Chowdhury, Benjamin Carrión Schäfer |
| 2021 | Co-Designing Hardware and Models for Efficient On-Device ML Inference. Matthew Mattina |
| 2021 | CoPIM: A Concurrency-aware PIM Workload Offloading Architecture for Graph Applications. Liang Yan, Mingzhe Zhang, Rujia Wang, Xiaoming Chen, Xingqi Zou, Xiaoyang Lu, Yinhe Han, Xian-He Sun |
| 2021 | DIAN: Differentiable Accelerator-Network Co-Search Towards Maximal DNN Efficiency. Yongan Zhang, Yonggan Fu, Weiwen Jiang, Chaojian Li, Haoran You, Meng Li, Vikas Chandra, Yingyan Lin |
| 2021 | DOSAGE: Generating Domain-Specific Accelerators for Resource-Constrained Computing. Ankur Limaye, Tosiron Adegbija |
| 2021 | EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices. Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque |
| 2021 | Efficacy of Pruning in Ultra-Low Precision DNNs. Sanchari Sen, Swagath Venkataramani, Anand Raghunathan |
| 2021 | Enabling Robust SOT-MTJ Crossbars for Machine Learning using Sparsity-Aware Device-Circuit Co-design. Tanvi Sharma, Cheng Wang, Amogh Agrawal, Kaushik Roy |
| 2021 | FPRA: A Fine-grained Parallel RRAM Architecture. Xiao Liu, Minxuan Zhou, Rachata Ausavarungnirun, Sean Eilert, Ameen Akel, Tajana Rosing, Vijaykrishnan Narayanan, Jishen Zhao |
| 2021 | Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors. Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das |
| 2021 | HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights. Yu Chen, Bowen Liu, Pierre Abillama, Hun-Seok Kim |
| 2021 | How Much Energy Can We Harvest Daily for Wearable Applications? Yigit Tuncel, Toygun Basaklar, Ümit Y. Ogras |
| 2021 | IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021, Boston, MA, USA, July 26-28, 2021 |
| 2021 | Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks. Abhinav Goel, Caleb Tung, Xiao Hu, Haobo Wang, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu |
| 2021 | MC Zhiyu Chen, Qing Jin, Jingyu Wang, Yanzhi Wang, Kaiyuan Yang |
| 2021 | MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani |
| 2021 | Online Solar Energy Prediction for Energy-Harvesting Internet of Things Devices. Nuzhat Yamin, Ganapati Bhat |
| 2021 | PUFFIN: An Efficient DNN Training Accelerator for Direct Feedback Alignment in FeFET. Fan Chen |
| 2021 | Pho$: A Case for Shared Optical Cache Hierarchies. Haiyang Han, Theoni Alexoudi, Christos Vagionas, Nikos Pleros, Nikos Hardavellas |
| 2021 | Power Delivery and Thermal-Aware Arm-Based Multi-Tier 3D Architecture. Lingjun Zhu, Tuan Ta, Rossana Liu, Rahul Mathur, Xiaoqing Xu, Shidhartha Das, Ankit Kaul, Alejandro Rico, Doug Joseph, Brian Cline, Sung Kyu Lim |
| 2021 | Power, Performance, Area and Cost Analysis of Memory-on-Logic Face-to-Face Bonded 3D Processor Designs. Anthony Agnesina, Moritz Brunion, Jinwoo Kim, Alberto García Ortiz, Dragomir Milojevic, Francky Catthoor, Manu Perumkunnil, Sung Kyu Lim |
| 2021 | Power-Aware Heart Rate Monitoring using Particle Filters. Ali Akbari, Roozbeh Jafari |
| 2021 | RVO: Unleashing SSD's Parallelism by Harnessing the Unused Power. Hasan Alhasan, Yun-Chih Chen, Chien-Chung Ho |
| 2021 | SRAM Gauge: SRAM Health Monitoring via Cells Race. Nezam Rohbani, Masoumeh Ebrahimi |
| 2021 | Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar. Ting-Shan Lo, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, Wei-Chen Wang |
| 2021 | SpartanSSD: a Reliable SSD under Capacitance Constraints. Hyeon Gyu Lee, Juwon Lee, Minwook Kim, Donghwa Shin, Sungjin Lee, Bryan S. Kim, Eunji Lee, Sang Lyul Min |
| 2021 | Statistical Optimization of Compute In-Memory Performance Under Device Variation. Brian Crafton, Samuel Spetalnick, Jong-Hyeok Yoon, Arijit Raychowdhury |
| 2021 | TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino |
| 2021 | UNO: Virtualizing and Unifying Nonlinear Operations for Emerging Neural Networks. Di Wu, Jingjie Li, Setareh Behroozi, Younghyun Kim, Joshua San Miguel |
| 2021 | Wearable Devices and Low-Power Design for Smart Health Applications: Challenges and Opportunities. Toygun Basaklar, Yigit Tuncel, Sizhe An, Ümit Y. Ogras |
| 2021 | When Climate Meets Machine Learning: Edge to Cloud ML Energy Efficiency. Diana Marculescu |
| 2021 | Wireless Power Transfer And Data Communication For Low-Power Micro Electronic Devices Deeply Implanted Within The Human Body. Mingui Sun, Qi Xu, Tianfeng Wang, Shitong Mao, Gusphyl A. Justin, Wenyan Jia, Zhi-Hong Mao |