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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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Statistical Modeling of Soft Error Influence on Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4152-4163
作者:
Huang, Haitong
;
Xue, Xinghua
;
Liu, Cheng
;
Wang, Ying
;
Luo, Tao
;
Cheng, Long
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/05/20
Fault analysis
fault simulation
neural network (NN) reliability
statistical fault modeling
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
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:7/0
  |  
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
On-Line Fault Protection for ReRAM-Based Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437
作者:
Li, Wen
;
Wang, Ying
;
Liu, Cheng
;
He, Yintao
;
Liu, Lian
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/12
Training
Fault detection
Computational modeling
Image edge detection
Memristors
Neural networks
Kernel
Deep neural network
hard fault
ReRAM
reliability
soft fault
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:25/0
  |  
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)
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
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
VANUCA: Enabling Near-Threshold Voltage Operation in Large-Capacity Cache
期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2016, 卷号: 24, 期号: 3, 页码: 858-870
作者:
Wang, Ying
;
Han, Yinhe
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2019/12/13
Cache design
fault tolerant
multi-V-dd
near-threshold voltage (NTV)
nonuniform cache access (NUCA)
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)