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Broad Learning System Based on Maximum Correntropy Criterion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
Authors:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun
Favorite  |  View/Download:11/0  |  Submit date:2021/08/15
Learning systems  Robustness  Standards  Optimization  Training  Perturbation methods  Mean square error methods  Broad learning system (BLS)  incremental learning algorithms  maximum correntropy criterion (MCC)  regression and classification  
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
Authors:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Adobe PDF(13331Kb)  |  Favorite  |  View/Download:45/1  |  Submit date: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  
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain-Computer Interface and Audiovisual Feedback 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 4, 页码: 787-796
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zeng-Guang
Adobe PDF(2031Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2021/03/02
Avatars  Electroencephalography  Training  Games  Real-time systems  Task analysis  Stroke (medical condition)  Attention enhancement  brain–  computer interface (BCI)  electroencephalogram (EEG)  neural rehabilitation  virtual reality  
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
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
Adobe PDF(2370Kb)  |  Favorite  |  View/Download:22/1  |  Submit date:2021/01/06
human-in-the-loop optimization  EEG based neural engagement  sEMG based muscle activation  tracking accuracy  neural rehabilitation  
基于脑-机接口的注意力调控系统 专利
专利类型: 发明专利, 专利号: ZL2201910793338.X, 申请日期: 2020-09-29,
Inventors:  王卫群;  侯增广;  王佳星;  梁旭;  任士鑫;  石伟国;  彭亮
Adobe PDF(1319Kb)  |  Favorite  |  View/Download:15/1  |  Submit date:2021/06/18
Enhanced Motor Imagery Based Brain- Computer Interface via FES and VR for Lower Limbs 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 8, 页码: 1846-1855
Authors:  Ren, Shixin;  Wang, Weiqun;  Hou, Zeng-Guang;  Liang, Xu;  Wang, Jiaxing;  Shi, Weiguo
Adobe PDF(1893Kb)  |  Favorite  |  View/Download:32/0  |  Submit date:2020/09/07
Brain computer interface  functional electrical stimulation (FES)  virtual reality  enhanced motor imagery  rehabilitation training  
Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data 会议论文
, online in a virtual reality, January 7-15, 2021
Authors:  Zhijie Fang;  Weiqun Wang;  Shixin Ren;  Jiaxing Wang;  Weiguo Shi;  Xu Liang;  Chen-Chen Fan;  Zengguang Hou
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Semiglobal exponential control of Euler-Lagrange systems using a sliding-mode disturbance observer 期刊论文
AUTOMATICA, 2020, 卷号: 112, 页码: 5
Authors:  Sun, Tairen;  Cheng, Long;  Wang, Weiqun;  Pan, Yongping
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Sliding mode control  Disturbance observer  Trajectory tracking  Euler-Lagrange systems  
Cross-Level Parallel Network for Crowd Counting 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 1, 页码: 566-576
Authors:  Li, Jing;  Xue, Yaokai;  Wang, Weiqun;  Ouyang, Gaoxiang
Favorite  |  View/Download:67/0  |  Submit date:2020/03/30
Convolutional neural network (CNN)  cross-level and multiscale features  crowd counting  density map  scale aggregation network  
SEMG and KNN Based Human Motion Intention Recognition for Active and Safe Neurorehabilitation 会议论文
, Sydney,Australia, 2019-12
Authors:  Shi, Weiguo;  Wang, Weiqun;  Hou, Zeng-Guang;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
View  |  Adobe PDF(3639Kb)  |  Favorite  |  View/Download:25/5  |  Submit date:2020/09/08