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A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：9/0  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
A Classification Framework Based on Multi-modal Features for Detection of Cognitive Impairments 会议论文
, Xi'an, 2022.12.16-2022.12.18
作者:  Chen Sheng;  Xie Haiqun;  Yang Hongjun;  Fan Chenchen;  Hou Zeng-Guang;  Zhang Chutian
Adobe PDF(974Kb)  |  收藏  |  浏览/下载：7/2  |  提交时间：2024/05/29
Mild cognitive impairment  EEG  Machine learning  
Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
作者:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Adobe PDF(13331Kb)  |  收藏  |  浏览/下载：347/51  |  提交时间：2021/04/06
Muscles  Adaptation models  Adaptive learning  Force  Calibration  Hip  Electromyography  Adaptive learning  human–  robot interaction  neuromusculoskeletal modeling  parameter calibration  surface electromyography (sEMG) processing  
Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation 期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 12, 期号: 无, 页码: 11
作者:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
Adobe PDF(2370Kb)  |  收藏  |  浏览/下载：302/70  |  提交时间：2021/01/06
human-in-the-loop optimization  EEG based neural engagement  sEMG based muscle activation  tracking accuracy  neural rehabilitation  
Neuromuscular Activation Based SEMG-Torque Hybrid Modeling and Optimization for Robot Assisted Neurorehabilitation 会议论文
, Sydney, Australia, 2019-12-12
作者:  Weiqun Wang;  Zeng-Guang Hou;  Weiguo Shi;  Xu Liang;  Shixin Ren;  Jiaxin Wang;  Liang Peng
浏览  |  Adobe PDF(2091Kb)  |  收藏  |  浏览/下载：231/67  |  提交时间：2019/11/07
Towards Robot-Assisted Post-Stroke Hand Rehabilitation:Fugl-Meyer Gesture Recognition Using sEMG 会议论文
, Hawaii, 2017.7.31-2017.8.4
作者:  Chen M(陈妙);  Cheng L(程龙);  Huang FB(黄富表);  Yan Y(闫研);  Hou ZG(侯增广)
浏览  |  Adobe PDF(1213Kb)  |  收藏  |  浏览/下载：284/54  |  提交时间：2018/05/31
Surface Electromyography  Gesture Recognition  Fugl-meyer Assessment Scale  Hand Rehabilitation  Back Propagation Neural Network  
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：460/112  |  提交时间：2018/05/31
Electroencephalogram (Eeg)  Electromyogram (Emg)  Human-robot Interaction  Mechanomyogram (Mmg)  Motion Intention Recognition  Multimodal Fusion  
Multi-scale wavelet kernel extreme learning machine for EEG feature classification 会议论文
, Shengyang, China, June 8-12, 2015
作者:  Liu Q(刘祺);  Zhao XG(赵晓光);  Hou ZG(侯增广);  Liu HG(刘洪广)
Adobe PDF(445Kb)  |  收藏  |  浏览/下载：311/110  |  提交时间：2017/06/19
Metric learning for event-related potential component classification in EEG signals 会议论文
, Lisbon, Portugal, 1-5 Sept. 2014
作者:  Liu Q(刘祺);  Zhao XG(赵晓光);  Hou ZG(侯增广)
Adobe PDF(463Kb)  |  收藏  |  浏览/下载：303/103  |  提交时间：2017/06/19
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：380/129  |  提交时间：2017/06/19
Epileptic Eeg  Multiple Features  Elm  Kernel Function  Cholesky Decomposition