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Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
作者:  Wu, Jia-Geng;  Yan, Yang;  Zhang, Dong-Xu;  Liu, Bo-Wen;  Zheng, Qing-Bing;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ge, Sheng-Xiang;  Hou, Zeng-Guang;  Xia, Ning-Shao
收藏  |  浏览/下载：223/0  |  提交时间：2022/03/17
Machine learning  Periodic structures  Task analysis  Proteins  Photomicrography  Coronaviruses  Machine learning algorithms  Clustering  deep learning (DL)  image processing  machine learning  neural network (NN)  single-particle cryo-electron microscopy (cryo-EM)  
A Multilayer and Multimodal-Fusion Architecture for Simultaneous Recognition of Endovascular Manipulations and Assessment of Technical Skills 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: PP, 期号: 99, 页码: 1-13
作者:  Xiaohu,Zhou;  Xiaoliang.Xie;  Zhenqiu,Feng;  Zengguang,Hou;  Guibin,Bian;  Ruiqi,Li;  Zhenliang,Ni;  Shiqi,Liu;  Yan-Jie Zhou
浏览  |  Adobe PDF(2286Kb)  |  收藏  |  浏览/下载：269/56  |  提交时间：2020/11/05
Endovascular manipulations  multilayer and multimodal-fusion architecture (MMFA)  percutaneous coronary intervention (PCI),  technical skill assessment  
Simultaneous Recognition and Assessment of Post-Stroke Hemiparetic Gait by Fusing Kinematic, Kinetic, and Electrophysiological Data 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2018, 卷号: 26, 期号: 4, 页码: 856-864
作者:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Zhao, Jun;  Su, Guodong;  Zhou, Hao;  Peng, Liang;  Wang, Weiqun
Adobe PDF(1281Kb)  |  收藏  |  浏览/下载：467/144  |  提交时间：2018/05/30
Post-stroke Hemiparesis  Gait Analysis  Multimodalfusion  Marker Trajectory (Mt)  Ground Reaction Force (Grf)  Electromyogram (Emg)  
Towards enhancement of patients’ engagement: online modification of rehabilitation training modes using facial expression and muscle fatigue 会议论文
, Hawaii, USA, 2018-7
作者:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zengguang;  Liang, Xu;  Ren, Shixin;  Peng, Liang
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：83/18  |  提交时间：2021/06/01
A Multimodal Framework Based on Integration of Cortical and Muscular Activities for Decoding Human Intentions About Lower Limb Motions 期刊论文
IEEE Transactions on Biomedical Circuits and Systems, 2017, 卷号: 11, 期号: 4, 页码: 889–899
作者:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Zhao, Jun;  Zhou, Hao
浏览  |  Adobe PDF(766Kb)  |  收藏  |  浏览/下载：438/106  |  提交时间：2018/05/31
Electroencephalogram (Eeg)  Electromyogram (Emg)  Human-robot Interaction  Mechanomyogram (Mmg)  Motion Intention Recognition  Multimodal Fusion  
Epileptic Seizure Detection based on the Kernel Extreme Learning Machine 期刊论文
Technology and health care, 2017, 期号: preprint, 页码: 1-11
作者:  Liu Q(刘祺);  Zhao XG(赵晓光);  Hou ZG(侯增广);  Liu HG(刘洪广)
Adobe PDF(631Kb)  |  收藏  |  浏览/下载：361/124  |  提交时间：2017/06/19
Epileptic Eeg  Multiple Features  Elm  Kernel Function  Cholesky Decomposition  
Preliminary study on Wilcoxon-norm-based robust extreme learning machine 期刊论文
NEUROCOMPUTING, 2016, 卷号: 198, 期号: 2016, 页码: 20-26
作者:  Xie, Xiao-Liang;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Feng, Zhen-Qiu;  Hao, Jian-Long
浏览  |  Adobe PDF(533Kb)  |  收藏  |  浏览/下载：451/113  |  提交时间：2016/10/20
Extreme Learning Machine  Wilcoxon Neural Network  Wilcoxon-norm Based Robust Extreme  Learning Machine  
Preliminary study on Wilcoxon-norm-based robust extreme learning machine 期刊论文
Neurocomputing, 2016, 期号: 198, 页码: 20-26
作者:  Xiaoliang,Xie;  Guinin,Bian;  Zengguang,Hou;  Zhenqiu,Feng;  Jianlong,Hao
浏览  |  Adobe PDF(533Kb)  |  收藏  |  浏览/下载：192/55  |  提交时间：2020/11/05
Extreme learning machine  Wilcoxon neural network  Wilcoxon-norm based robust extreme  learning machine  
Neural network based FastSLAM for autonomous robots in unknown environments 期刊论文
NEUROCOMPUTING, 2015, 卷号: 2015, 期号: 165, 页码: 99-110
作者:  Li, Qing-Ling;  Song, Yu;  Hou, Zeng-Guang
Adobe PDF(3788Kb)  |  收藏  |  浏览/下载：301/85  |  提交时间：2015/09/17
Autonomous Robot  Simultaneous Localization And Mapping (Slam)  Neural Network  Particle Filter  Gaussian Weighted Integral (Gwi)  Cubature Rule  
Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression 期刊论文
NEURAL PROCESSING LETTERS, 2015, 期号: 3, SI, 页码: 371-388
作者:  Li, Q. L.;  Song, Y.;  Hou, Z. G.;  Z. G. Hou
浏览  |  Adobe PDF(3226Kb)  |  收藏  |  浏览/下载：168/46  |  提交时间：2018/01/05
Semg  Ls-svr  Motion Estimation  Neural Network