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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：75/0  |  提交时间：2019/12/10
Many-core processors  networks-on-chip (NoCs)  power management  shuttle networks-on-chip (ShuttleNoC)  
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：303/0  |  提交时间：2019/04/03
Deep neural networks  graphics processing units  memory usage  
Binary Volumetric Convolutional Neural Networks for 3-D Object Recognition 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 卷号: 68, 期号: 1, 页码: 38-48
作者:  Ma, Chao;  Guo, Yulan;  Lei, Yinjie;  An, Wei
收藏  |  浏览/下载：271/0  |  提交时间：2019/04/03
3-D object recognition  convolutional neural network (CNN)  deep learning (DL)  network binarization  volumetric representation  
DMPSO: Diversity-Guided Multi-Mutation Particle Swarm Optimizer 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 124008-124025
作者:  Tian, Dongping;  Zhao, Xiaofei;  Shi, Zhongzhi
收藏  |  浏览/下载：58/0  |  提交时间：2019/12/10
Particle swarm optimization  opposition-based learning  swarm diversity  inertial weight  premature convergence  local optima  mutation strategy  
Trend-Smooth: Accelerate Asynchronous SGD by Smoothing Parameters Using Parameter Trends 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 156848-156859
作者:  Cui, Guoxin;  Guo, Jiafeng;  Fan, Yixing;  Lan, Yanyan;  Cheng, Xueqi
收藏  |  浏览/下载：35/0  |  提交时间：2020/12/10
Training  Market research  Acceleration  Convergence  Servers  Stochastic processes  Machine learning  Parameter trend  asynchronous SGD  accelerate training