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Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 4, 页码: 23
作者:  Chu, Cheng;  Liu, Cheng;  Xu, Dawen;  Wang, Ying;  Luo, Tao;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Deformable convolution network  neural network accelerator  irregular memory access  runtime tile scheduling  
Saving Energy of RRAM-Based Neural Accelerator Through State-Aware Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 7, 页码: 2115-2127
作者:  He, Yintao;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Computer architecture  Microprocessors  Resistance  Power demand  Training  Biological neural networks  Optimization  Low power (LP)  neural networks  processing-in-memory  resistive random-access memory (RRAM)  
A Fast Precision Tuning Solution for Always-On DNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1236-1248
作者:  Wang, Ying;  He, Yintao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:25/0  |  提交时间:2022/12/07
Computer architecture  Neural networks  Computational modeling  Approximate computing  Tuning  Switches  Microprocessors  Always-on  CNN  computing-in-memory (CiM)  resistive RAM  
Happy Emotion Recognition From Unconstrained Videos Using 3D Hybrid Deep Features 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 35524-35538
作者:  Samadiani, Najmeh;  Huang, Guangyan;  Hu, Yu;  Li, Xiaowei
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/01
Feature extraction  Emotion recognition  Face recognition  Videos  Three-dimensional displays  Long short term memory  Visualization  Facial landmarks  facial expression recognition  long short term memory  multi-layer neural networks  happy emotion recognition  
Data mining via minimal spanning tree clustering for prolonging lifetime of wireless sensor networks 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2007, 卷号: 6, 期号: 2, 页码: 235-251
作者:  Huang, Guangyan;  Li, Xiaowei;  He, Jing;  Li, Xin
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/16
clustering  data mining  wireless sensor networks  energy efficiency  minimal spanning tree