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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：31/0  |  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  
Architecting Effectual Computation for Machine Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667
作者:  Lu, Hang;  Zhang, Mingzhe;  Han, Yinhe;  Wang, Qi;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：88/0  |  提交时间：2020/12/10
Computational modeling  Throughput  Adders  Machine learning  Acceleration  Kernel  Computational efficiency  Accelerator architectures  neural network hardware  multiplying circuits  
Evaluating and Constraining Hardware Assertions with Absent Scenarios 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2020, 卷号: 35, 期号: 5, 页码: 1198-1216
作者:  Chao, Hui-Na;  Li, Hua-Wei;  Song, Xiaoyu;  Wang, Tian-Cheng;  Li, Xiao-Wei
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/01
hardware formal verification  assertion generation  data mining  assertion evaluation  assertion coverage  
MV-Net: Toward Real-Time Deep Learning on Mobile GPGPU Systems 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2019, 卷号: 15, 期号: 4, 页码: 25
作者:  Tang, Yibin;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Edge computing  online scheduling  deep learning  energy efficiency  approximate computing  
A QoS-QoR Aware CNN Accelerator Design Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 11, 页码: 1995-2007
作者:  Wang, Ying;  Li, Huawei;  Cheng, Long;  Li, Xiaowei
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time  
Cluster Restoration-Based Trace Signal Selection for Post-Silicon Debug 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 4, 页码: 767-779
作者:  Cheng, Yun;  Li, Huawei;  Wang, Ying;  Li, Xiaowei
收藏  |  浏览/下载：78/0  |  提交时间：2019/08/16
Cluster generation  post-silicon debug  state restoration  trace signal selection  
Fault tolerance on-chip: a reliable computing paradigm using self-test, self-diagnosis, and self-repair (3S) approach 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 11, 页码: 17
作者:  Li, Xiaowei;  Yan, Guihai;  Ye, Jing;  Wang, Ying
收藏  |  浏览/下载：69/0  |  提交时间：2019/12/10
fault tolerance  on-chip  self-test  self-diagnosis  self-repair  
A Case of On-Chip Memory Subsystem Design for Low-Power CNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2018, 卷号: 37, 期号: 10, 页码: 1971-1984
作者:  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
Convolutional neural network (CNN)  deep learning  low power  memory subsystem  
A Low Overhead In-Network Data Compressor for the Memory Hierarchy of Chip Multiprocessors 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2018, 卷号: 37, 期号: 6, 页码: 1265-1277
作者:  Wang, Ying;  Li, Huawei;  Han, Yinhe;  Li, Xiaowei
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/10
Cache  chip multiprocessor (CMP)  compression  memory hierarchy  network-on-chip (NoC)  
Processor Design Space Exploration via Statistical Sampling and Semi-Supervised Ensemble Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 25495-25505
作者:  Li, Dandan;  Yao, Shuzhen;  Wang, Ying
收藏  |  浏览/下载：46/0  |  提交时间：2019/12/10
Design space exploration  Latin hypercube sampling  adaboost  microprocessor design