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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  
Distributed Multi-Dimensional Pricing for Efficient Application Offloading in Mobile Cloud Computing 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2019, 卷号: 12, 期号: 6, 页码: 925-940
作者:  Xie, Kun;  Wang, Xin;  Xie, Gaogang;  Xie, Dongliang;  Cao, Jiannong;  Ji, Yuqin;  Wen, Jigang
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Cloud computing  Mobile communication  Resource management  Pricing  Mobile handsets  Games  Servers  Mobile cloud  two-side market game  cloud offloading  cloudlet  
Addressing Sparsity in Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 10, 页码: 1858-1871
作者:  Zhou, Xuda;  Du, Zidong;  Zhang, Shijin;  Zhang, Lei;  Lan, Huiying;  Liu, Shaoli;  Li, Ling;  Guo, Qi;  Chen, Tianshi;  Chen, Yunji
收藏  |  浏览/下载：257/0  |  提交时间：2019/12/10
Accelerator  architecture  deep neural networks (DNNs)  sparsity  
An Instruction Set Architecture for Machine Learning 期刊论文
ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2019, 卷号: 36, 期号: 3, 页码: 35
作者:  Chen, Yunji;  Lan, Huiying;  Du, Zidong;  Liu, Shaoli;  Tao, Jinhua;  Han, Dong;  Luo, Tao;  Guo, Qi;  Li, Ling;  Xie, Yuan;  Chen, Tianshi
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Data-driven weight optimization for real-time mesh deformation 期刊论文
GRAPHICAL MODELS, 2019, 卷号: 104, 页码: 10
作者:  Yuan, Yu-Jie;  Lai, Yu-Kun;  Wu, Tong;  Xia, Shihong;  Gao, Lin
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/10
Real-time mesh deformation  Biharmonic weights  Data-driven  As-rigid-as-possible  
Float-Fix: An Efficient and Hardware-Friendly Data Type for Deep Neural Network 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 345-359
作者:  Han, Dong;  Zhou, Shengyuan;  Zhi, Tian;  Wang, Yibo;  Liu, Shaoli
收藏  |  浏览/下载：72/0  |  提交时间：2019/08/16
Float-Fix  Neural network  Hardware accelerator  Data type  
Nanoelectronics Research Corporation (NERC) of the Semiconductor Research Corporation (SRC), through Extremely Energy Efficient Collective Electronics (EXCEL), an SRC-NRI Nanoelectronics Research Initiative[2698.005] 项目
项目编号: 2698.005, 资助机构: Nanoelectronics Research Corporation (NERC) of the Semiconductor Research Corporation (SRC), through Extremely Energy Efficient Collective Electronics (EXCEL), an SRC-NRI Nanoelectronics Research Initiative, 2019-
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收藏  |  浏览/下载：46/0  |  提交时间：2019/04/03
Nanoelectronics Research Corporation (NERC) of the Semiconductor Research Corporation (SRC), through Extremely Energy Efficient Collective Electronics (EXCEL), an SRC-NRI Nanoelectronics Research Initiative[2698.004] 项目
项目编号: 2698.004, 资助机构: Nanoelectronics Research Corporation (NERC) of the Semiconductor Research Corporation (SRC), through Extremely Energy Efficient Collective Electronics (EXCEL), an SRC-NRI Nanoelectronics Research Initiative, 2019-
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收藏  |  浏览/下载：44/0  |  提交时间：2019/04/03
PIM-WEAVER: A High Energy-efficient, General-purpose Acceleration Architecture for String Operations in Big Data Processing 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2019, 卷号: 21, 页码: 129-142
作者:  Li, Wenming;  Ye, Xiaochun;  Wang, Da;  Zhang, Hao;  Tang, Zhimin;  Fan, Dongrui;  Sun, Ninghui
收藏  |  浏览/下载：134/0  |  提交时间：2019/08/16
PIM  String operations  Acceleration architecture  Big data  HMC  
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