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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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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
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)
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:15/0
  |  
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: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)
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 7, 页码: 1626-1639
作者:
Zou, Kaiwei
;
Wang, Ying
;
Cheng, Long
;
Qu, Songyun
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/12/07
Kernel
Computer architecture
Multicore processing
Deep learning
System-on-chip
Parallel processing
Real-time systems
Neural networks
parallel processing
real-time and embedded systems
single-chip multiprocessors
reinforcement learning
structured sparsity
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
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:40/0
  |  
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
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:39/0
  |  
提交时间:2021/12/01
Neural networks
Circuit faults
Hardware
Acceleration
Reliability
Analytical models
Computational modeling
Integrated circuit reliability
reliability