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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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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:19/0
  |  
提交时间:2023/12/04
Memory access pattern
number theoretic transform (NTT)
post-quantum cryptography (PQC)
scalable hardware design
Network Pruning for Bit-Serial Accelerators
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1597-1609
作者:
Zhao, Xiandong
;
Wang, Ying
;
Liu, Cheng
;
Shi, Cong
;
Tu, Kaijie
;
Zhang, Lei
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/04
AI accelerators
neural networks (NNs)
NN compression
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:23/0
  |  
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
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:40/0
  |  
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
DHSA: efficient doubly homomorphic secure aggregation for cross-silo federated learning
期刊论文
JOURNAL OF SUPERCOMPUTING, 2022, 页码: 31
作者:
Liu, Zizhen
;
Chen, Si
;
Ye, Jing
;
Fan, Junfeng
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/12/07
Federated learning
Security
Efficient
Homomorphic
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:39/0
  |  
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:38/0
  |  
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
LINAC: A Spatially Linear Accelerator for Convolutional Neural Networks
期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 1, 页码: 29-32
作者:
Xiao, Hang
;
Xu, Haobo
;
Wang, Ying
;
Wang, Yujie
;
Han, Yinhe
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/12/07
Linear particle accelerator
Correlation
Kernel
Convolution
Linear regression
System-on-chip
Quantization (signal)
Neural network
acceleration
convolution
linear regression
bit-sparsity