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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：29/0  |  提交时间：2022/06/21
Accelerator  architecture  graph neural networks (GNNs)  
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：63/0  |  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：50/0  |  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：51/0  |  提交时间：2020/12/10
Accelerator  architecture  deep neural networks  sparsity  
Service-Oriented Architecture on FPGA-Based MPSoC 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 卷号: 28, 期号: 10, 页码: 2993-3006
作者:  Wang, Chao;  Li, Xi;  Chen, Yunji;  Zhang, Youhui;  Diessel, Oliver;  Zhou, Xuehai
收藏  |  浏览/下载：65/0  |  提交时间：2019/12/12
Service-oriented architecture  multiprocessor  system on chip  
An Accelerator for High Efficient Vision Processing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2017, 卷号: 36, 期号: 2, 页码: 227-240
作者:  Du, Zidong;  Liu, Shaoli;  Fasthuber, Robert;  Chen, Tianshi;  Ienne, Paolo;  Li, Ling;  Luo, Tao;  Guo, Qi;  Feng, Xiaobing;  Chen, Yunji;  Temam, Olivier
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/12
Accelerator architectures  convolutional neural network  vision sensor  
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  
DianNao Family: Energy-Efficient Hardware Accelerators for Machine Learning 期刊论文
COMMUNICATIONS OF THE ACM, 2016, 卷号: 59, 期号: 11, 页码: 105-112
作者:  Chen, Yunji;  Chen, Tianshi;  Xu, Zhiwei;  Sun, Ninghui;  Temam, Olivier
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/13
Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2015, 卷号: 34, 期号: 8, 页码: 1223-1235
作者:  Du, Zidong;  Lingamneni, Avinash;  Chen, Yunji;  Palem, Krishna V.;  Temam, Olivier;  Wu, Chengyong
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/13
Accelerator architectures  energy efficient  hardware neuron network  inexact computing  
PuDianNao: A Polyvalent Machine Learning Accelerator 期刊论文
ACM SIGPLAN NOTICES, 2015, 卷号: 50, 期号: 4, 页码: 369-381
作者:  Liu, Daofu;  Chen, Tianshi;  Liu, Shaoli;  Zhou, Jinhong;  Zhou, Shengyuan;  Teman, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载：64/0  |  提交时间：2019/12/13