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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 Sparsity in Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 10, 页码: 1858-1871
作者:  Zhou, Xuda;  Du, Zidong;  Zhang, Shijin;  Zhang, Lei;  Lan, Huiying;  Liu, Shaoli;  Li, Ling;  Guo, Qi;  Chen, Tianshi;  Chen, Yunji
收藏  |  浏览/下载:257/0  |  提交时间:2019/12/10
Accelerator  architecture  deep neural networks (DNNs)  sparsity  
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:51/0  |  提交时间:2020/12/10
Float-Fix: An Efficient and Hardware-Friendly Data Type for Deep Neural Network 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 345-359
作者:  Han, Dong;  Zhou, Shengyuan;  Zhi, Tian;  Wang, Yibo;  Liu, Shaoli
收藏  |  浏览/下载:72/0  |  提交时间:2019/08/16
Float-Fix  Neural network  Hardware accelerator  Data type  
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  
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