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ApproxDup: Developing an Approximate Instruction Duplication Mechanism for Efficient SDC Detection in GPGPUs 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 4, 页码: 1051-1064
作者:  Wei, Xiaohui;  Jiang, Nan;  Yue, Hengshan;  Wang, Xiaonan;  Zhao, Jianpeng;  Li, Guangli;  Qiu, Meikang
收藏  |  浏览/下载:11/0  |  提交时间:2024/05/20
Instruction sets  Reliability  Resilience  Circuit faults  Registers  Kernel  Graphics processing units  Approximate computing  GPGPUs  instruction duplication  silent data corruptions (SDCs)  soft error  
Variation Enhanced Attacks Against RRAM-Based Neuromorphic Computing System 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1588-1596
作者:  Lv, Hao;  Li, Bing;  Zhang, Lei;  Liu, Cheng;  Wang, Ying
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Security  Hardware  Neuromorphic engineering  Computational modeling  Circuit faults  Resistance  Immune system  Adversarial attack  fault injection attack  neuromorphic computing system (NCS)  processing in memory  reliability  resistive memory  
HyCA: A Hybrid Computing Architecture for Fault-Tolerant Deep Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 10, 页码: 3400-3413
作者:  Liu, Cheng;  Chu, Cheng;  Xu, Dawen;  Wang, Ying;  Wang, Qianlong;  Li, Huawei;  Li, Xiaowei;  Cheng, Kwang-Ting
收藏  |  浏览/下载:37/0  |  提交时间:2022/12/07
Circuit faults  Computational modeling  Deep learning  Hardware  Redundancy  Neural networks  Computer architecture  Deep learning accelerator (DLA)  fault detection  fault tolerance  hybrid computing architecture (HyCA)  
Accurate reliability analysis methods for approximate computing circuits 期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2022, 卷号: 27, 期号: 4, 页码: 729-740
作者:  Wang, Zhen;  Zhang, Guofa;  Ye, Jing;  Jiang, Jianhui;  Li, Fengyong;  Wang, Yong
收藏  |  浏览/下载:40/0  |  提交时间:2022/06/21
Reliability  Integrated circuit reliability  Correlation  Probability  Approximate computing  Integrated circuit modeling  Circuit faults  Approximate Computing Circuit (ACC)  correlation coefficient  iterative Probabilistic Transfer Matrix (PTM)  reliability  
Reliability Evaluation and Analysis of FPGA-Based Neural Network Acceleration System 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2021, 卷号: 29, 期号: 3, 页码: 472-484
作者:  Xu, Dawen;  Zhu, Ziyang;  Liu, Cheng;  Wang, Ying;  Zhao, Shuang;  Zhang, Lei;  Liang, Huaguo;  Li, Huawei;  Cheng, Kwang-Ting
收藏  |  浏览/下载:48/0  |  提交时间:2021/12/01
Neural networks  Circuit faults  Hardware  Acceleration  Reliability  Analytical models  Computational modeling  Integrated circuit reliability  reliability  
Software-Based Self-Testing Using Bounded Model Checking for Out-of-Order Superscalar Processors 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 3, 页码: 714-727
作者:  Zhang, Ying;  Chakrabarty, Krishnendu;  Peng, Zebo;  Rezine, Ahmed;  Li, Huawei;  Eles, Petru;  Jiang, Jianhui
收藏  |  浏览/下载:60/0  |  提交时间:2020/12/10
Circuit faults  Built-in self-test  Out of order  Model checking  Integrated circuit modeling  Bounded model checking (BMC)  online testing  out-of-order superscalar processors  software-based self-testing (SBST)