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MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2024, 页码: 11
作者:  Huang, Haitong;  Liu, Cheng;  Xue, Xinghua;  Liu, Bo;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Biological neural networks  Hardware  Reliability  Computational modeling  Neural networks  Fault tolerant systems  Fault tolerance  Fault evaluation  fault injection  fault simulation  multiresolution  neural network reliability  
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 11, 页码: 1763-1773
作者:  Xue, Xinghua;  Liu, Cheng;  Liu, Bo;  Huang, Haitong;  Wang, Ying;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Fault tolerant systems  Fault tolerance  Artificial neural networks  Convolution  Reliability  Computational modeling  Neurons  Fault-tolerance  soft errors  vulnerability analysis  winograd convolution (WG-Conv)  
Soft Error Reliability Analysis of Vision Transformers 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 页码: 11
作者:  Xue, Xinghua;  Liu, Cheng;  Wang, Ying;  Yang, Bing;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
ABFT  fault-tolerance  soft errors  vision transformers (ViTs)  vulnerability analysis  
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：38/0  |  提交时间：2021/12/01
Neural networks  Circuit faults  Hardware  Acceleration  Reliability  Analytical models  Computational modeling  Integrated circuit reliability  reliability  
An Adaptive Thermal-Aware ECC Scheme for Reliable STT-MRAM LLC Design 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2019, 卷号: 27, 期号: 8, 页码: 1851-1860
作者:  Wu, Bi;  Zhang, Beibei;  Cheng, Yuanqing;  Wang, Ying;  Liu, Dijun;  Zhao, Weisheng
收藏  |  浏览/下载：77/0  |  提交时间：2019/12/10
Error correction code (ECC)  last level cache (LLC)  reliability  spin-transfer-torque magnetoresistive random-access memory (STT-MRAM)  temperature  
STT-RAM Buffer Design for Precision-Tunable General-Purpose Neural Network Accelerator 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 4, 页码: 1285-1296
作者:  Song, Lili;  Wang, Ying;  Han, Yinhe;  Li, Huawei;  Cheng, Yuanqing;  Li, Xiaowei
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/12
Approximate computing  machine learning  neural network  spin toque transfer RAM (STT-RAM)  
Data Remapping for Static NUCA in Degradable Chip Multiprocessors 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2015, 卷号: 23, 期号: 5, 页码: 879-892
作者:  Wang, Ying;  Zhang, Lei;  Han, Yin-He;  Li, Hua-Wei;  Li, Xiaowei
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/13
Chip multiprocessor (CMP)  fault tolerant  network-on-chip (NoC)  nonuniform cache architecture (NUCA)  
SVFD: A Versatile Online Fault Detection Scheme via Checking of Stability Violation 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2011, 卷号: 19, 期号: 9, 页码: 1627-1640
作者:  Yan, Guihai;  Han, Yinhe;  Li, Xiaowei
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/16
Aging  delay fault  online fault detection  soft error  stability violation  
X-Filling for Simultaneous Shift- and Capture-Power Reduction in At-Speed Scan-Based Testing 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2010, 卷号: 18, 期号: 7, 页码: 1081-1092
作者:  Li, Jia;  Xu, Qiang;  Hu, Yu;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/16
At-speed scan-based testing  low-power testing  X-filling