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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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浏览/检索结果:
共35条,第1-10条
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作者:Li, Huawei分Li, Huawei
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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:4/0
  |  
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
PDG: A Prefetcher for Dynamic Graph Updating
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 4, 页码: 1246-1259
作者:
Zhang, Xinmiao
;
Liu, Cheng
;
Ni, Jiacheng
;
Cheng, Yuanqing
;
Zhang, Lei
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/05/20
Prefetching
Arrays
Optimization
Runtime
Heuristic algorithms
Computers
Monitoring
Computer architecture
data prefetching
memory system
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:3/0
  |  
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:3/0
  |  
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:9/0
  |  
提交时间:2023/12/04
ABFT
fault-tolerance
soft errors
vision transformers (ViTs)
vulnerability analysis
Scalable and Conflict-Free NTT Hardware Accelerator Design: Methodology, Proof, and Implementation
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1504-1517
作者:
Mu, Jianan
;
Ren, Yi
;
Wang, Wen
;
Hu, Yizhong
;
Chen, Shuai
;
Chang, Chip-Hong
;
Fan, Junfeng
;
Ye, Jing
;
Cao, Yuan
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/12/04
Memory access pattern
number theoretic transform (NTT)
post-quantum cryptography (PQC)
scalable hardware design
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:27/0
  |  
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)
An Efficient Deep Learning Accelerator Architecture for Compressed Video Analysis
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 9, 页码: 2808-2820
作者:
Wang, Yongchen
;
Wang, Ying
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2022/12/07
Streaming media
Neural networks
Image coding
Decoding
Metadata
Deep learning
Hardware
Neural network acceleration
specialized accelerator
video analysis
Saving Energy of RRAM-Based Neural Accelerator Through State-Aware Computing
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 7, 页码: 2115-2127
作者:
He, Yintao
;
Wang, Ying
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/12/07
Computer architecture
Microprocessors
Resistance
Power demand
Training
Biological neural networks
Optimization
Low power (LP)
neural networks
processing-in-memory
resistive random-access memory (RRAM)
A Fast Precision Tuning Solution for Always-On DNN Accelerators
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1236-1248
作者:
Wang, Ying
;
He, Yintao
;
Cheng, Long
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/07
Computer architecture
Neural networks
Computational modeling
Approximate computing
Tuning
Switches
Microprocessors
Always-on
CNN
computing-in-memory (CiM)
resistive RAM