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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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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)
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
Amphis: Managing Reconfigurable Processor Architectures With Generative Adversarial Learning
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 3993-4003
作者:
Chen, Weiwei
;
Wang, Ying
;
Xu, Ying
;
Gao, Chengsi
;
Han, Yinhe
;
Zhang, Lei
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/12
Resource management
Predictive models
Runtime
Generators
Generative adversarial networks
Computational modeling
Training
Design space exploration
generative adversarial network (GAN)
reconfigurable processor
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:25/0
  |  
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
An Automated Quantization Framework for High-Utilization RRAM-Based PIM
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 3, 页码: 583-596
作者:
Li, Bing
;
Qu, Songyun
;
Wang, Ying
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/12/07
Quantization (signal)
Neural networks
Computational modeling
Data models
Hardware
Resource management
Arrays
AutoML
neural network
processing-in-memory (PIM)
quantization
resistive memory (RRAM)
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
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features
期刊论文
NEUROCOMPUTING, 2021, 卷号: 425, 页码: 96-106
作者:
Wang, Tengxiao
;
Shi, Cong
;
Zhou, Xichuan
;
Lin, Yingcheng
;
He, Junxian
;
Gan, Ping
;
Li, Ping
;
Wang, Ying
;
Liu, Liyuan
;
Wu, Nanjian
;
Luo, Gang
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/12/01
Neuromorphic computing
Spiking neural networks
SNN
Compressive sensing
Object classification
Multi-spike encoding
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 18
作者:
He, Wei
;
Huang, Jinguo
;
Wang, Tengxiao
;
Lin, Yingcheng
;
He, Junxian
;
Zhou, Xichuan
;
Li, Ping
;
Wang, Ying
;
Wu, Nanjian
;
Shi, Cong
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2020/12/10
address-event representation (AER)
Random Ferns
object classification
neuromorphic hardware
online learning
on-chip learning
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:48/0
  |  
提交时间:2020/12/10
Edge computing
online scheduling
deep learning
energy efficiency
approximate computing