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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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发表日期:2023
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Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 12, 页码: 3253-3265
作者:
Fan, Zhihua
;
Li, Wenming
;
Wang, Zhen
;
Liu, Tianyu
;
Wu, Haibin
;
Liu, Yanhuan
;
Wu, Meng
;
Wu, Xinxin
;
Ye, Xiaochun
;
Fan, Dongrui
;
Sun, Ninghui
;
An, Xuejun
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/05/20
Accelerator
output activation
prediction
sparse convolutional neural network
MNSIM 2.0: A Behavior-Level Modeling Tool for Processing-In-Memory Architectures
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4112-4125
作者:
Zhu, Zhenhua
;
Sun, Hanbo
;
Xie, Tongxin
;
Zhu, Yu
;
Dai, Guohao
;
Xia, Lixue
;
Niu, Dimin
;
Chen, Xiaoming
;
Hu, Xiaobo Sharon
;
Cao, Yu
;
Xie, Yuan
;
Yang, Huazhong
;
Wang, Yu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/05/20
Computational modeling
Computer architecture
Integrated circuit modeling
Scheduling
Hardware
Memristors
Convolutional neural networks
Hardware modeling tool
processing-in-memory (PIM)
software-hardware co-optimization
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:6/0
  |  
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)
SASA-Net: A Spatial-Aware Self-Attention Mechanism for Building Protein 3D Structure Directly From Inter- Residue Distances
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2023, 卷号: 20, 期号: 6, 页码: 3482-3488
作者:
Gong, Tiansu
;
Ju, Fusong
;
Sun, Shiwei
;
Bu, Dongbo
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/05/20
Deep learning
protein structure prediction
Redesigning OpenKMC for Multi-Component Trillion-Atom Simulations on the New Sunway Supercomputer
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 7, 页码: 1997-2010
作者:
Xu, Lei
;
Shang, Honghui
;
Chen, Xin
;
Zhang, Yunquan
;
Wang, Lifang
;
Gao, Xingyu
;
Song, Haifeng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/12/04
Metals
Computational modeling
Monte Carlo methods
Kinetic theory
Aging
Steel
Silicon
Atomic kinetic Monte Carlo
many-core processor
scalability
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:15/0
  |  
提交时间:2023/12/04
Memory access pattern
number theoretic transform (NTT)
post-quantum cryptography (PQC)
scalable hardware design
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:11/0
  |  
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
Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1518-1531
作者:
Cui, Yangguang
;
Cao, Kun
;
Zhou, Junlong
;
Wei, Tongquan
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/12/04
Training
Servers
Cloud computing
Delays
Costs
Computational modeling
Prototypes
Device frequency determination
federated learning (FL)
high efficiency
low cost
mobile-edge cloud computing (MECC)
user selection
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 3, 页码: 766-780
作者:
Cao, Hang
;
Yuan, Liang
;
Zhang, He
;
Zhang, Yunquan
;
Wu, Baodong
;
Li, Kun
;
Li, Shigang
;
Zhang, Minghua
;
Lu, Pengqi
;
Xiao, Junmin
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/07/12
Atmospheric general circulation model
3-D decomposition
leap-format finite-difference
heterogeneous acceleration
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:18/0
  |  
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