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MV-Net: Toward Real-Time Deep Learning on Mobile GPGPU Systems 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2019, 卷号: 15, 期号: 4, 页码: 25
作者:  Tang, Yibin;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：54/0  |  提交时间：2020/12/10
Edge computing  online scheduling  deep learning  energy efficiency  approximate 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  
A QoS-QoR Aware CNN Accelerator Design Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 11, 页码: 1995-2007
作者:  Wang, Ying;  Li, Huawei;  Cheng, Long;  Li, Xiaowei
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time  
SqueezeFlow: A Sparse CNN Accelerator Exploiting Concise Convolution Rules 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2019, 卷号: 68, 期号: 11, 页码: 1663-1677
作者:  Li, Jiajun;  Jiang, Shuhao;  Gong, Shijun;  Wu, Jingya;  Yan, Junchao;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Convolutional neural networks  accelerator architecture  hardware acceleration  
ShuttleNoC: Power-Adaptable Communication Infrastructure for Many-Core Processors 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 8, 页码: 1438-1451
作者:  Lu, Hang;  Chang, Yisong;  Yan, Guihai;  Lin, Ning;  Wei, Xin;  Li, Xiaowei
收藏  |  浏览/下载：82/0  |  提交时间：2019/12/10
Many-core processors  networks-on-chip (NoCs)  power management  shuttle networks-on-chip (ShuttleNoC)  
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：83/0  |  提交时间：2019/12/10
DNN accelerator  variable bit-precision  bit-serial  bit-parallel  fine-grained precision  
Promoting the Harmony between Sparsity and Regularity: A Relaxed Synchronous Architecture for Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2019, 卷号: 68, 期号: 6, 页码: 867-881
作者:  Lu, Wenyan;  Yan, Guihai;  Li, Jiajun;  Gong, Shijun;  Jiang, Shuhao;  Wu, Jingya;  Li, Xiaowei
收藏  |  浏览/下载：255/0  |  提交时间：2019/08/16
Convolutional neural networks  accelerator  architecture  parallelism  sparsity  
Cluster Restoration-Based Trace Signal Selection for Post-Silicon Debug 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 4, 页码: 767-779
作者:  Cheng, Yun;  Li, Huawei;  Wang, Ying;  Li, Xiaowei
收藏  |  浏览/下载：84/0  |  提交时间：2019/08/16
Cluster generation  post-silicon debug  state restoration  trace signal selection  
Scan Chain Based Attacks and Countermeasures: A Survey 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 85055-85065
作者:  Li, Xiaowei;  Li, Wenjie;  Ye, Jing;  Li, Huawei;  Hu, Yu
收藏  |  浏览/下载：61/0  |  提交时间：2019/12/10
Scan chain based attacks  test mode  mode switch  signature  secure scan chain  secret key  physical unclonable function  
SynergyFlow: An Elastic Accelerator Architecture Supporting Batch Processing of Large-Scale Deep Neural Networks 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2019, 卷号: 24, 期号: 1, 页码: 27
作者:  Li, Jiajun;  Yan, Guihai;  Lu, Wenyan;  Gong, Shijun;  Jiang, Shuhao;  Wu, Jingya;  Li, Xiaowei
收藏  |  浏览/下载：76/0  |  提交时间：2019/04/03
Deep neural networks  convolutional neural networks  accelerator  architecture  resource utilization  complementary effect