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EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 9, 页码: 1511-1525
作者:  Liang, Shengwen;  Wang, Ying;  Liu, Cheng;  He, Lei;  Li, Huawei;  Xu, Dawen;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Neural networks  Hardware  System-on-chip  Task analysis  Feature extraction  Memory management  Graph neural network  accelerator architecture  hardware acceleration  
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)  
Resilience-Aware Frequency Tuning for Neural-Network-Based Approximate Computing Chips 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 10, 页码: 2736-2748
作者:  Wang, Ying;  Deng, Jiachao;  Fang, Yuntan;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/12
Deep learning  error tolerance  neural network (NN)  timing variation  
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)