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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：48/0  |  提交时间：2020/12/10
Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time  
Fault tolerance on-chip: a reliable computing paradigm using self-test, self-diagnosis, and self-repair (3S) approach 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 11, 页码: 17
作者:  Li, Xiaowei;  Yan, Guihai;  Ye, Jing;  Wang, Ying
收藏  |  浏览/下载：69/0  |  提交时间：2019/12/10
fault tolerance  on-chip  self-test  self-diagnosis  self-repair  
A Case of On-Chip Memory Subsystem Design for Low-Power CNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2018, 卷号: 37, 期号: 10, 页码: 1971-1984
作者:  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
Convolutional neural network (CNN)  deep learning  low power  memory subsystem  
DimRouter: A Multi-Mode Router Architecture for Higher Energy-Proportionality of On-Chip Networks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 5, 页码: 984-997
作者:  Lian, Shi-Qi;  Wang, Ying;  Han, Yin-He
收藏  |  浏览/下载：66/0  |  提交时间：2019/12/10
dark silicon  energy-proportion  power gating  topology reconfiguration  
Resilience-Aware Frequency Tuning for Neural-Network-Based Approximate Computing Chips 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 10, 页码: 2736-2748
作者:  Wang, Ying;  Deng, Jiachao;  Fang, Yuntan;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/12
Deep learning  error tolerance  neural network (NN)  timing variation