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DNNTune: Automatic Benchmarking DNN Models for Mobile-cloud Computing 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2019, 卷号: 16, 期号: 4, 页码: 26
作者:  Xia, Chunwei;  Zhao, Jiacheng;  Cui, Huimin;  Feng, Xiaobing;  Xue, Jingling
收藏  |  浏览/下载:93/0  |  提交时间:2020/12/10
DNN  mobile-cloud computing  heterogeneous computing  
Accelerating DNN-based 3D point cloud processing for mobile computing 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 11, 页码: 11
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Li, Jiajun;  Xu, Haobo;  Li, Xiaowei
收藏  |  浏览/下载:233/0  |  提交时间:2019/12/10
deep neural network acceleration  point cloud data  neighbor point search  mobile robotics  hardware architecture  
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:263/0  |  提交时间:2019/12/10
Accelerator  architecture  deep neural networks (DNNs)  sparsity  
BSHIFT: A Low Cost Deep Neural Networks Accelerator 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 360-372
作者:  Yu, Yong;  Zhi, Tian;  Zhou, Xuda;  Liu, Shaoli;  Chen, Yunji;  Cheng, Shuyao
收藏  |  浏览/下载:91/0  |  提交时间:2019/08/16
Deep neural networks  Low power  Lossless  Accelerator  
moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 646-661
作者:  Chen, Xiaoming;  Chen, Danny Ziyi;  Han, Yinhe;  Hu, Xiaobo Sharon
收藏  |  浏览/下载:310/0  |  提交时间:2019/04/03
Deep neural networks  graphics processing units  memory usage