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Swallow: A Versatile Accelerator for Sparse Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4881-4893
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Xu, Haobo
收藏  |  浏览/下载:28/0  |  提交时间:2021/12/01
Accelerator  convolutional (Conv) layers  fully connected (FC) layers  sparse neural networks (SNNs)  
The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures 期刊论文
IEEE DESIGN & TEST, 2020, 卷号: 37, 期号: 1, 页码: 79-99
作者:  Chen, Xiaoming;  Sun, Xiaoyu;  Wang, Panni;  Datta, Suman;  Hu, Xiaobo Sharon;  Yin, Xunzhao;  Jerry, Matthew;  Yu, Shimeng;  Laguna, Ann Franchesca;  Ni, Kai;  Niemier, Michael T.;  Reis, Dayane
收藏  |  浏览/下载:44/0  |  提交时间:2020/12/10
Iron  Transistors  Computer architecture  Switches  Capacitance  Logic gates  Computational modeling  Ferroelectric Field Effect Transistor  FeFET  Negative Capacitance Field Effect Transistor  NCFET  Preisach model  FPGAs  content addressable memories  CAM  TCAM  compute-in-memory  analog synapse  
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:225/0  |  提交时间:2019/12/10
deep neural network acceleration  point cloud data  neighbor point search  mobile robotics  hardware architecture  
Thread: Towards fine-grained precision reconfiguration in variable-precision neural network accelerator 期刊论文
IEICE ELECTRONICS EXPRESS, 2019, 卷号: 16, 期号: 14, 页码: 6
作者:  Zhang, Shichang;  Wang, Ying;  Chen, Xiaoming;  Han, Yinhe;  Wang, Yujie;  Li, Xiaowei
收藏  |  浏览/下载:77/0  |  提交时间:2019/12/10
DNN accelerator  variable bit-precision  bit-serial  bit-parallel  fine-grained precision