| 2021 | Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks. | Grace Li Zhang, Bing Li, Ying Zhu, Tianchen Wang, Yiyu Shi, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann |
| 2021 | Connection-based Processing-In-Memory Engine Design Based on Resistive Crossbars. | Shuhang Zhang, Hai Helen Li, Ulf Schlichtmann |
| 2021 | A DSM-based Polar Transmitter with 23.8% System Efficiency. | Yuncheng Zhang, Bangan Liu, Xiaofan Gu, Chun Wang, Atsushi Shirane, Kenichi Okada |
| 2021 | A Multiple-Precision Multiply and Accumulation Design with Multiply-Add Merged Strategy for AI Accelerating. | Song Zhang, Jiangyuan Gu, Shouyi Yin, Leibo Liu, Shaojun Wei |
| 2021 | Approximate Computing for ML: State-of-the-art, Challenges and Visions. | Georgios Zervakis, Hassaan Saadat, Hussam Amrouch, Andreas Gerstlauer, Sri Parameswaran, Jrg Henkel |
| 2021 | Advancements and Challenges on Parasitic Extraction for Advanced Process Technologies. | Wenjian Yu, Mingye Song, Ming Yang |
| 2021 | A Decomposition-Based Synthesis Algorithm for Sparse Matrix-Vector Multiplication in Parallel Communication Structure. | Mingfei Yu, Ruitao Gao, Masahiro Fujita |
| 2021 | Machine Learning-based Structural Pre-route Insertability Prediction and Improvement with Guided Backpropagation. | Tao-Chun Yu, Shao-Yun Fang, Hsien-Shih Chiu, Kai-Shun Hu, Chin-Hsiung Hsu, Philip Hui-Yuh Tai, Cindy Chin-Fang Shen |
| 2021 | On Designing Computing Systems for Autonomous Vehicles: a PerceptIn Case Study. | Bo Yu, Jie Tang, Shaoshan Liu |
| 2021 | An Adaptive Delay Model for Timing Yield Estimation under Wide-Voltage Range. | Hao Yan, Xiao Shi, Chengzhen Xuan, Peng Cao, Longxing Shi |
| 2021 | Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. | Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi |
| 2021 | Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method. | Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young |
| 2021 | Dynamic Programming Assisted Quantization Approaches for Compressing Normal and Robust DNN Models. | Dingcheng Yang, Wenjian Yu, Haoyuan Mu, Gary Yao |
| 2021 | Dynamic Neural Network to Enable Run-Time Trade-off between Accuracy and Latency. | Li Yang, Deliang Fan |
| 2021 | Security of Neural Networks from Hardware Perspective: A Survey and Beyond. | Qian Xu, Md Tanvir Arafin, Gang Qu |
| 2021 | Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. | Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Yixiao Duan, Yiran Chen |
| 2021 | Manufacturing-Aware Power Staple Insertion Optimization by Enhanced Multi-Row Detailed Placement Refinement. | Yu-Jin Xie, Kuan-Yu Chen, Wai-Kei Mak |
| 2021 | Normalized Stability: A Cross-Level Design Metric for Early Termination in Stochastic Computing. | Di Wu, Ruokai Yin, Joshua San Miguel |
| 2021 | Value-Aware Error Detection and Correction for SRAM Buffers in Low-Bitwidth, Floating-Point CNN Accelerators. | Jun-Shen Wu, Chi-En Wang, Ren-Shuo Liu |
| 2021 | A Novel Technology Mapper for Complex Universal Gates. | Meng-Che Wu, Ai Quoc Dao, Mark Po-Hung Lin |
| 2021 | Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. | Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu |
| 2021 | A Low Cost Weight Obfuscation Scheme for Security Enhancement of ReRAM Based Neural Network Accelerators. | Yuhang Wang, Song Jin, Tao Li |
| 2021 | Power-Efficient Layer Mapping for CNNs on Integrated CPU and GPU Platforms: A Case Study. | Tian Wang, Kun Cao, Junlong Zhou, Gongxuan Zhang, Xiji Wang |
| 2021 | One-pass Synthesis for Field-coupled Nanocomputing Technologies. | Marcel Walter, Winston Haaswijk, Robert Wille, Frank Sill Torres, Rolf Drechsler |
| 2021 | A Fast Yet Accurate Message-level Communication Bus Model for Timing Prediction of SDFGs on MPSoC. | Hai-Dang Vu, Sbastien Le Nours, Sbastien Pillement, Ralf Stemmer, Kim Grttner |