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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：27/7  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
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：105/24  |  提交时间：2021/06/01
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：370/57  |  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  
SEMG and KNN Based Human Motion Intention Recognition for Active and Safe Neurorehabilitation 会议论文
, Sydney,Australia, 2019-12
作者:  Shi, Weiguo;  Wang, Weiqun;  Hou, Zeng-Guang;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
浏览  |  Adobe PDF(3639Kb)  |  收藏  |  浏览/下载：190/43  |  提交时间：2020/09/08
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：237/69  |  提交时间：2019/11/07
Combined Use of sEMG and Accelerometer in Hand Motion Classification Considering Forearm Rotation 会议论文
Proceedings of the 35th Annual International Conference of the IEEE EMBS, Osaka, Japan, 3 - 7 July, 2013
作者:  Liang, Peng;  Zeng-Guang, Hou;  Yixiong, Chen;  Weiqun, Wang;  Lina, Tong;  Pengfeng, Li
浏览  |  Adobe PDF(345Kb)  |  收藏  |  浏览/下载：322/83  |  提交时间：2016/01/25