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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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中国科学院计算技术... [11]
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Xie, Yuan [12]
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浏览/检索结果:
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作者:Xie, Yuan分Xie, Yuan
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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:4/0
  |  
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
Multi-Node Acceleration for Large-Scale GCNs
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152
作者:
Sun, Gongjian
;
Yan, Mingyu
;
Wang, Duo
;
Li, Han
;
Li, Wenming
;
Ye, Xiaochun
;
Fan, Dongrui
;
Xie, Yuan
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2023/07/12
Deep learning
graph neural network
hardware accelerator
multi-node system
communication optimization
A Systematic View of Model Leakage Risks in Deep Neural Network Systems
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3254-3267
作者:
Hu, Xing
;
Liang, Ling
;
Chen, Xiaobing
;
Deng, Lei
;
Ji, Yu
;
Ding, Yufei
;
Du, Zidong
;
Guo, Qi
;
Sherwood, Tim
;
Xie, Yuan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/07/12
Domain-specific architecture
deep learning security
model security
Characterizing and Understanding HGNNs on GPUs
期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 2, 页码: 69-72
作者:
Yan, Mingyu
;
Zou, Mo
;
Yang, Xiaocheng
;
Li, Wenming
;
Ye, Xiaochun
;
Fan, Dongrui
;
Xie, Yuan
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/07
Kernel
Semantics
Aggregates
Mercury (metals)
Motion pictures
Graphics processing units
Electric breakdown
Heterogeneous graph neural networks
GNNs
characterization
execution semantic
execution pattern
Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 4, 页码: 936-949
作者:
Chen, Xiaobing
;
Wang, Yuke
;
Xie, Xinfeng
;
Hu, Xing
;
Basak, Abanti
;
Liang, Ling
;
Yan, Mingyu
;
Deng, Lei
;
Ding, Yufei
;
Du, Zidong
;
Xie, Yuan
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/12/07
Deep learning accelerator
graph neural network (GNN)
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Deng, Lei
;
Wu, Yujie
;
Hu, Yifan
;
Liang, Ling
;
Li, Guoqi
;
Hu, Xing
;
Ding, Yufei
;
Li, Peng
;
Xie, Yuan
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/06/21
Neurons
Computational modeling
Quantization (signal)
Optimization
Encoding
Task analysis
Synapses
Activity regularization
alternating direction method of multiplier (ADMM)
connection pruning
spiking neural network (SNN) compression
weight quantization
Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liang, Ling
;
Hu, Xing
;
Deng, Lei
;
Wu, Yujie
;
Li, Guoqi
;
Ding, Yufei
;
Li, Peng
;
Xie, Yuan
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/06/21
Spatiotemporal phenomena
Computational modeling
Perturbation methods
Biological neural networks
Backpropagation
Unsupervised learning
Training
Adversarial attack
backpropagation through time (BPTT)
neuromorphic computing
spike-compatible gradient
spiking neural networks (SNNs)
Practical Attacks on Deep Neural Networks by Memory Trojaning
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 6, 页码: 1230-1243
作者:
Hu, Xing
;
Zhao, Yang
;
Deng, Lei
;
Liang, Ling
;
Zuo, Pengfei
;
Ye, Jing
;
Lin, Yingyan
;
Xie, Yuan
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/12/01
Trojan horses
Hardware
Integrated circuit modeling
Computational modeling
Security
Payloads
Convolutional neural networks (CNNs)
deep learning accelerator
deep learning attack
hardware Trojan
Characterizing and Understanding GCNs on GPU
期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2020, 卷号: 19, 期号: 1, 页码: 22-25
作者:
Yan, Mingyu
;
Chen, Zhaodong
;
Deng, Lei
;
Ye, Xiaochun
;
Zhang, Zhimin
;
Fan, Dongrui
;
Xie, Yuan
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2020/12/10
Graph convolutional neural networks
characterization
execution pattern
GPU
An Instruction Set Architecture for Machine Learning
期刊论文
ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2019, 卷号: 36, 期号: 3, 页码: 35
作者:
Chen, Yunji
;
Lan, Huiying
;
Du, Zidong
;
Liu, Shaoli
;
Tao, Jinhua
;
Han, Dong
;
Luo, Tao
;
Guo, Qi
;
Li, Ling
;
Xie, Yuan
;
Chen, Tianshi
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2020/12/10