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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29条,第1-10条
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作者:Chen, Yunji分Chen, Yunji
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Chip design with machine learning: a survey from algorithm perspective
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 11, 页码: 31
作者:
He, Wenkai
;
Li, Xiaqing
;
Song, Xinkai
;
Hao, Yifan
;
Zhang, Rui
;
Du, Zidong
;
Chen, Yunji
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/04
chip design
machine learning
chip design automation
design result estimation
design optimization and correction
design construction
Learning controllable elements oriented representations for reinforcement learning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 13
作者:
Yi, Qi
;
Zhang, Rui
;
Peng, Shaohui
;
Guo, Jiaming
;
Hu, Xing
;
Du, Zidong
;
Guo, Qi
;
Chen, Ruizhi
;
Li, Ling
;
Chen, Yunji
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/04
Reinforcement learning
Representation learning
Rescue to the Curse of universality
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 9, 页码: 17
作者:
Zhao, Yongwei
;
Du, Zidong
;
Guo, Qi
;
Xu, Zhiwei
;
Chen, Yunji
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/04
universality
general-purpose architecture
specialized architecture
deep learning processor
universal circuit
Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1, 页码: 209-222
作者:
Du, Zidong
;
Guo, Qi
;
Zhao, Yongwei
;
Zeng, Xi
;
Li, Ling
;
Cheng, Limin
;
Xu, Zhiwei
;
Sun, Ninghui
;
Chen, Yunji
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/06/21
Deep learning
Central Processing Unit
Process control
Task analysis
Computational modeling
Pipelines
Runtime
Neural net accelerators
system architectures
interaction wall
Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 1, 页码: 116-128
作者:
Song, Xinkai
;
Zhi, Tian
;
Fan, Zhe
;
Zhang, Zhenxing
;
Zeng, Xi
;
Li, Wei
;
Hu, Xing
;
Du, Zidong
;
Guo, Qi
;
Chen, Yunji
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/06/21
Accelerator
architecture
graph neural networks (GNNs)
A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 21
作者:
Huang, Di
;
Zhang, Rui
;
Zhang, Xishan
;
Wu, Fan
;
Wang, Xianzhuo
;
Jin, Pengwei
;
Liu, Shaoli
;
Li, Ling
;
Chen, Yunji
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/12/01
Convolution neural networks
Model acceleration
Winograd algorithm
Video analysis
Space-address decoupled scratchpad memory management for neural network accelerators
期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 13
作者:
Zhang, Zhenxing
;
Sun, Shiyan
;
Chen, Xunyu
;
Zhi, Tian
;
Guo, Qi
;
Chen, Yunji
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2020/12/10
deep neural network
memory management
scratchpad memory
ParaML: A Polyvalent Multicore Accelerator for Machine Learning
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:
Zhou, Shengyuan
;
Guo, Qi
;
Du, Zidong
;
Liu, Daofu
;
Chen, Tianshi
;
Li, Ling
;
Liu, Shaoli
;
Zhou, Jinhong
;
Temam, Olivier
;
Feng, Xiaobing
;
Zhou, Xuehai
;
Chen, Yunji
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2020/12/10
Neural networks
Machine learning
Testing
Support vector machines
Linear regression
Computers
Computer architecture
Accelerator
machine learning (ML) techniques
multicore accelerator
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 968-985
作者:
Zeng, Xi
;
Zhi, Tian
;
Zhou, Xuda
;
Du, Zidong
;
Guo, Qi
;
Liu, Shaoli
;
Wang, Bingrui
;
Wen, Yuanbo
;
Wang, Chao
;
Zhou, Xuehai
;
Li, Ling
;
Chen, Tianshi
;
Sun, Ninghui
;
Chen, Yunji
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2020/12/10
Accelerator
architecture
deep neural networks
sparsity
Machine Learning Computers With Fractal von Neumann Architecture
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 998-1014
作者:
Zhao, Yongwei
;
Fan, Zhe
;
Du, Zidong
;
Zhi, Tian
;
Li, Ling
;
Guo, Qi
;
Liu, Shaoli
;
Xu, Zhiwei
;
Chen, Tianshi
;
Chen, Yunji
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2020/12/10
Machine learning
Computers
Fractals
Programming
Computer architecture
Graphics processing units
Matrix decomposition
Machine learning
architecture
neural networks
programming efficiency