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EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 9, 页码: 1511-1525
作者:  Liang, Shengwen;  Wang, Ying;  Liu, Cheng;  He, Lei;  Li, Huawei;  Xu, Dawen;  Li, Xiaowei
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Neural networks  Hardware  System-on-chip  Task analysis  Feature extraction  Memory management  Graph neural network  accelerator architecture  hardware acceleration  
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:  Tan, Guangming;  Shui, Chaoyang;  Wang, Yinshan;  Yu, Xianzhi;  Yan, Yujin
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Pipeline processing  Graphics processing units  Computer architecture  Supercomputers  Clustering algorithms  Programming  Optimization  LINPACK algorithm  software pipeline  performance model  heterogeneous computing  cluster  
A blockchain-empowered AAA scheme in the large-scale HetNet 期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2021, 卷号: 7, 期号: 3, 页码: 308-316
作者:  Shi, Na;  Tan, Liang;  Li, Wenjuan;  Qi, Xin;  Yu, Keping
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
HetNet  AAA  Privacy preserving  Blockchain  Transaction  
Estimating the Resource Demand in Power-Aware Clusters by Regressing a Linearly Dependent Relation 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 3, 页码: 385-397
作者:  Hu, Cheng;  Deng, Yuhui;  Yang, Laurence T.;  Zhao, Yufan
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
Estimation  Servers  Linear regression  Quality of service  Computational modeling  Analytical models  Task analysis  Resource demand estimation  linear regression  power-aware cluster  QoS  SLA  
A Fast Circuit Scheduling Scheme for Optical Data Center Networks 期刊论文
IEEE PHOTONICS TECHNOLOGY LETTERS, 2021, 卷号: 33, 期号: 11, 页码: 561-564
作者:  Yu, Xiaoshan;  Gu, Huaxi;  Li, Shuo;  Lu, Yunfeng
收藏  |  浏览/下载:29/0  |  提交时间:2021/12/01
Optical switches  Switching circuits  Scheduling algorithms  Delays  Acceleration  Time complexity  Schedules  Networks  optical circuit switching  
Deep learning to segment pelvic bones: large-scale CT datasets and baseline models 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021, 页码: 8
作者:  Liu, Pengbo;  Han, Hu;  Du, Yuanqi;  Zhu, Heqin;  Li, Yinhao;  Gu, Feng;  Xiao, Honghu;  Li, Jun;  Zhao, Chunpeng;  Xiao, Li;  Wu, Xinbao;  Zhou, S. Kevin
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
CT dataset  Pelvic segmentation  Deep learning  SDF post-processing  
Cross-modal semantic correlation learning by Bi-CNN network 期刊论文
IET IMAGE PROCESSING, 2021, 页码: 11
作者:  Wang, Chaoyi;  Li, Liang;  Yan, Chenggang;  Wang, Zhan;  Sun, Yaoqi;  Zhang, Jiyong
收藏  |  浏览/下载:39/0  |  提交时间:2021/12/01
Reliability Evaluation and Analysis of FPGA-Based Neural Network Acceleration System 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2021, 卷号: 29, 期号: 3, 页码: 472-484
作者:  Xu, Dawen;  Zhu, Ziyang;  Liu, Cheng;  Wang, Ying;  Zhao, Shuang;  Zhang, Lei;  Liang, Huaguo;  Li, Huawei;  Cheng, Kwang-Ting
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Neural networks  Circuit faults  Hardware  Acceleration  Reliability  Analytical models  Computational modeling  Integrated circuit reliability  reliability  
A network-based machine-learning framework to identify both functional modules and disease genes 期刊论文
HUMAN GENETICS, 2021, 页码: 17
作者:  Yang, Kuo;  Lu, Kezhi;  Wu, Yang;  Yu, Jian;  Liu, Baoyan;  Zhao, Yi;  Chen, Jianxin;  Zhou, Xuezhong
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/01
Feature Rescaling and Fusion for Tiny Object Detection 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 62946-62955
作者:  Liu, Jingwei;  Gu, Yi;  Han, Shumin;  Zhang, Zhibin;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载:29/0  |  提交时间:2021/12/01
Feature extraction  Object detection  Semantics  Task analysis  Training  Spatial resolution  Shape  Tiny object detection  nonparametric adaptive selection  feature fusion  feature pyramid network  ensemble model