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CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 71607-71615
作者:  Fan, Shengyu;  Yu, Hui;  Lu, Dianjie;  Jiao, Shuai;  Xu, Weizhi;  Liu, Fangai;  Liu, Zhiyong
收藏  |  浏览/下载：235/0  |  提交时间：2019/08/16
Convolutional neural network  sparse matrix vector multiplication  neural networks  convolution  sparse matrices  
Joint Event Extraction Based on Hierarchical Event Schemas From FrameNet 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 25001-25015
作者:  Li, Wei;  Cheng, Dezhi;  He, Lei;  Wang, Yuanzhuo;  Jin, Xiaolong
收藏  |  浏览/下载：82/0  |  提交时间：2019/08/16
Event extraction  event schema definition  information extraction  joint inference  
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 15590-15611
作者:  Zhang, Zhifei;  Gao, Wanling;  Zhang, Fan;  Huang, Yunyou;  Dai, Shaopeng;  Fan, Fanda;  Zhan, Jianfeng;  Du, Mengjia;  Yin, Silin;  Xiong, Longxin;  Du, Juan;  Cheng, Yumei;  Zhou, Xiexuan;  Ren, Rui;  Wang, Lei;  Ye, Hainan
收藏  |  浏览/下载：72/0  |  提交时间：2019/04/03
Big medical data  quantified self  disease classification  disease diagnosis  drug discovery  publicly available data  benchmarks  algorithms  systems  multi-disciplinary collaboration  
PGC-Net: A Light Weight Convolutional Sequence Network for Digital Pressure Gauge Calibration 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 123280-123288
作者:  Li, Lei;  Li, Yong;  Lian, Kechao;  Bian, Xiaoyu;  Yang, Kuan;  Tian, Yongzhi
收藏  |  浏览/下载：76/0  |  提交时间：2019/12/10
Digital pressure gauge calibration  automatic meter reading  sequence text recognition  light weight CNN  digital gauge dataset  
Secure Identity Authentication of Community Medical Internet of Things 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 115966-115977
作者:  Cheng, Xu;  Zhang, Ziyang;  Chen, Fulong;  Zhao, Chuanxin;  Wang, Taochun;  Sun, Hui;  Huang, Cheng
收藏  |  浏览/下载：77/0  |  提交时间：2019/12/10
Community medical  Internet of things  identity authentication  security  
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  
Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 172065-172073
作者:  Fan, Yuchen;  Zhang, Jilin;  Zhao, Nailiang;  Ren, Yongjian;  Wan, Jian;  Zhou, Li;  Shen, Zhongyu;  Wang, Jue;  Zhang, Juncong;  Wei, Zhenguo
收藏  |  浏览/下载：44/0  |  提交时间：2020/12/10
Distributed machine learning  stochastic gradient descent  model aggregation method  smart sensing equipment  
P4SC: A High Performance and Flexible Framework for Service Function Chain 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 160982-160997
作者:  Zhang, Dong;  Chen, Xiang;  Huang, Qun;  Hong, Xiaoyan;  Wu, Chunming;  Zhou, Haifeng;  Yang, Yi;  Liu, Hongyan;  Chen, Yuxin
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Performance evaluation  Runtime  Noise measurement  Hardware  Network function virtualization  Generators  Research and development  Network function virtualization  service function chain  P4  software defined networking  
Parameter Communication Consistency Model for Large-Scale Security Monitoring Based on Mobile Computing 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 171884-171897
作者:  Yang, Rui;  Zhang, Jilin;  Wan, Jian;  Zhou, Li;  Shen, Jing;  Zhang, Yunchen;  Wei, Zhenguo;  Zhang, Juncong;  Wang, Jue
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Mobile computing  security monitoring  distributed machine learning  limited synchronous parallel model  parameter server