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Privacy-preserving and Communication-efficient Convolutional Neural Network Prediction Framework in Mobile Cloud Computing 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 卷号: 15, 期号: 12, 页码: 4345-4363
作者:  Bai, Yanan;  Feng, Yong;  Wul, Wenyuan
收藏  |  浏览/下载:77/0  |  提交时间:2022/08/22
Privacy Preservation  Convolutional Neural Networks  Homomorphic Encryption  Mobile Cloud Computing  Deep Learning  
cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
作者:  Bai, Yanan;  Liu, Quanliang;  Wu, Wenyuan;  Feng, Yong
收藏  |  浏览/下载:60/0  |  提交时间:2022/08/22
privacy-preserving  convolutional neural network  homomorphic encryption  GPU computation  deep learning  cloud computing  
An Acceleration-Level Data-Driven Repetitive Motion Planning Scheme for Kinematic Control of Robots With Unknown Structure 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:  Xie, Zhengtai;  Jin, Long;  Luo, Xin;  Hu, Bin;  Li, Shuai
收藏  |  浏览/下载:55/0  |  提交时间:2022/08/22
Robots  Manipulators  Service robots  Kinematics  Recurrent neural networks  Planning  Redundancy  Acceleration level  data-driven technology  kinematic control of robots  recurrent neural network (RNN)  repetitive motion planning (RMP)  
An Alternating-Direction-Method of Multipliers-Incorporated Approach to Symmetric Non-Negative Latent Factor Analysis 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Luo, Xin;  Zhong, Yurong;  Wang, Zidong;  Li, Maozhen
收藏  |  浏览/下载:56/0  |  提交时间:2022/08/22
Symmetric matrices  Computational modeling  Data models  Analytical models  Training  Learning systems  Convergence  Alternating-direction-method of multipliers (ADMM)  learning system  missing data  non-negative latent factor analysis (NLFA)  symmetric high-dimensional and incomplete matrix (SHDI)  undirected weighted network  
Distributed Competition of Multi-Robot Coordination Under Variable and Switching Topologies 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 页码: 12
作者:  Jin, Long;  Qi, Yimeng;  Luo, Xin;  Li, Shuai;  Shang, Mingsheng
收藏  |  浏览/下载:60/0  |  提交时间:2022/08/22
Robot kinematics  Robots  Topology  Multi-robot systems  Heuristic algorithms  Task analysis  Collaboration  Multi-robot coordination  winner-take-all  gradient neural network  distributed control  
Finger Gesture Recognition Using Sensing and Classification of Surface Electromyography Signals With High-Precision Wireless Surface Electromyography Sensors 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
作者:  Fu, Jianting;  Cao, Shizhou;  Cai, Linqin;  Yang, Lechan
收藏  |  浏览/下载:35/0  |  提交时间:2022/08/22
surface EMG  EMG sensor  finger gesture recognition  convolution neural network  artificial limb  
Effect of Three Gorges Dam on Poyang Lake water level at daily scale based on machine learning 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2021, 卷号: 31, 期号: 11, 页码: 1598-1614
作者:  Huang Sheng;  Xia Jun;  Zeng Sidong;  Wang Yueling;  She Dunxian
收藏  |  浏览/下载:71/0  |  提交时间:2021/12/23
water level  Poyang Lake  machine learning  Three Gorges Dam  Yangtze River  
Dynamical Conventional Neural Network Channel Pruning by Genetic Wavelet Channel Search for Image Classification 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
作者:  Chen, Lin;  Gong, Saijun;  Shi, Xiaoyu;  Shang, Mingsheng
收藏  |  浏览/下载:77/0  |  提交时间:2021/12/28
neural network pruning  neural architecture search  wavelet features  neural network compression  image classification  
Dendritic WS2 Nanocrystal-Coated Monolayer WS2 Nanosheet Heterostructures for Phototransistors 期刊论文
ACS APPLIED NANO MATERIALS, 2021, 卷号: 4, 期号: 10, 页码: 11097-11104
作者:  Zhan, Li;  Shen, Jun;  Yan, Jiangbing;  Yan, Ruiyang;  Zhang, Xiaoxian;  Long, Mingsheng;  Liu, Zheng;  Wang, Xu;  Fu, Shaohua;  Zhang, Li;  Cui, Hengqing;  Zhang, Xin
收藏  |  浏览/下载:129/0  |  提交时间:2021/12/23
dendritic WS2  APCVD  2D materials  phototransistor  heterostructures  
Multi-robot competitive tracking based on k-WTA neural network with one single neuron 期刊论文
NEUROCOMPUTING, 2021, 卷号: 460, 页码: 1-8
作者:  Peng, Bo;  Jin, Long;  Shang, Mingsheng
收藏  |  浏览/下载:71/0  |  提交时间:2021/11/26
Target tracking  k-winners-take-all  Recurrent neural networks  Finite-time convergence  Global stability