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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  
JBNN: A Hardware Design for Binarized Neural Networks Using Single-Flux-Quantum Circuits 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3203-3214
作者:  Fu, Rongliang;  Huang, Junying;  Wu, Haibin;  Ye, Xiaochun;  Fan, Dongrui;  Ho, Tsung-Yi
收藏  |  浏览/下载：15/0  |  提交时间：2023/07/12
Superconducting  single-flux-quantum  accelerator  binarized neural network  
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：39/0  |  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  
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：54/0  |  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  
Quick-and-Dirty: An Architecture for High-Performance Temporary Short Writes in MLC PCM 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2019, 卷号: 68, 期号: 9, 页码: 1365-1375
作者:  Zhang, Mingzhe;  Zhang, Lunkai;  Jiang, Lei;  Chong, Frederic T.;  Liu, Zhiyong
收藏  |  浏览/下载：74/0  |  提交时间：2019/12/10
MLC PCM  performance  lifetime  retention time  tradeoff  
CRAT: Enabling Coordinated Register Allocation and Thread-Level Parallelism Optimization for GPUs 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2018, 卷号: 67, 期号: 6, 页码: 890-897
作者:  Xie, Xiaolong;  Liang, Yun;  Li, Xiuhong;  Wu, Yudong;  Sun, Guangyu;  Wang, Tao;  Fan, Dongrui
收藏  |  浏览/下载：65/0  |  提交时间：2019/12/10
GPGPU  memory hierarchy  compilers  
DaDianNao: A Neural Network Supercomputer 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2017, 卷号: 66, 期号: 1, 页码: 73-88
作者:  Luo, Tao;  Liu, Shaoli;  Li, Ling;  Wang, Yuqing;  Zhang, Shijin;  Chen, Tianshi;  Xu, Zhiwei;  Temam, Olivier;  Chen, Yunji
收藏  |  浏览/下载：65/0  |  提交时间：2019/12/12
Machine learning  neuron network  supercomputer  multi-chip  interconnect  CNN  DNN  
Interference-Aware Cooperative Communication in Multi-Radio Multi-Channel Wireless Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2016, 卷号: 65, 期号: 5, 页码: 1528-1542
作者:  Xie, Kun;  Wang, Xin;  Liu, Xueli;  Wen, Jigang;  Cao, Jiannong
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/13
Cooperative communication  cooperative routing  relay assignment  channel assignment  
WBSP: A Novel Synchronization Mechanism for Architecture Parallel Simulation 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2016, 卷号: 65, 期号: 3, 页码: 992-1005
作者:  Wu, Junmin;  Zhu, Xiaodong;  Li, Tao;  Sui, Xiufeng
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/13
Cluster system  parallel simulation  full system simulation  lax synchronization  
Design and Evaluation of the Optimal Cache Allocation for Content-Centric Networking 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2016, 卷号: 65, 期号: 1, 页码: 95-107
作者:  Wang, Yonggong;  Li, Zhenyu;  Tyson, Gareth;  Uhlig, Steve;  Xie, Gaogang
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/13
Cache allocation  CCN  on-path  optimization  centrality