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Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 532-540
作者:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
收藏  |  浏览/下载：192/0  |  提交时间：2022/07/25
Cognitive-motor dual-task training (CMDT)  engagement  event-related (de-)synchronization (ERD/ERS)  focus of attention (FOA)  single-cognitive/motor-task training (SCT/SMT)  
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 页码: 10
作者:  Wang, Jiaxing;  Shi, Lei;  Wang, Weiqun;  Hou, Zeng-Guang
收藏  |  浏览/下载：207/0  |  提交时间：2022/06/06
Electroencephalography  Decoding  Brain modeling  Computational modeling  Optimized production technology  Feature extraction  Data models  Channel selection  channel transformation  brain decoding  computational cost  classification accuracy  
Mixture Correntropy-Based Kernel Extreme Learning Machines 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun;  Qin, Wei
收藏  |  浏览/下载：139/0  |  提交时间：2022/03/17
Kernel  Optimization  Learning systems  Robustness  Support vector machines  Mean square error methods  Extreme learning machine (ELM)  kernel method  mixture correntropy  online learning  
基于改进共空间模式与视觉反馈的闭环脑机接口 期刊论文
机械工程学报, 2018, 卷号: 39, 期号: 2, 页码: 66-72
作者:  任士鑫;  王卫群;  侯增广;  陈霸东;  石伟国;  王佳星;  梁旭
Adobe PDF(911Kb)  |  收藏  |  浏览/下载：177/50  |  提交时间：2021/07/01
运动想象  脑机接口  互相关熵诱导度量  共空间模式  
A Novel Assist-As-Needed Controller Based on Fuzzy-Logic Inference and Human Impedance Identification for Upper-Limb Rehabilitation 会议论文
, Xiamen, China, 2019-12-8
作者:  Chen Wang;  Liang Peng;  Zeng-Guang Hou;  Weiqun Wang;  Tingting Su
Adobe PDF(610Kb)  |  收藏  |  浏览/下载：115/36  |  提交时间：2021/06/21
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
作者:  Zhijie Fang;  Weiqun Wang;  Shixin Ren;  Jiaxing Wang;  Weiguo Shi;  Xu Liang;  Chen-Chen Fan;  Zengguang Hou
Adobe PDF(1549Kb)  |  收藏  |  浏览/下载：203/52  |  提交时间：2021/06/16
Brain functional connectivity analysis and crucial channel selection using channel-wise CNN 会议论文
, Siem Reap, Cambodia, 2018
作者:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zengguang;  Liang, Xu;  Ren, Shixin;  Peng, Liang
Adobe PDF(1261Kb)  |  收藏  |  浏览/下载：101/29  |  提交时间：2021/06/01
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：91/19  |  提交时间：2021/06/01
BCI and multimodal feedback-based attention regulation for lower limb rehabilitation 会议论文
, Budapest, Hungary, 2019-7-14
作者:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zengguang;  Shi,Weiguo;  Liang, Xu;  Ren, Shixin;  Peng, Liang;  Zhou, Yanjie
Adobe PDF(6595Kb)  |  收藏  |  浏览/下载：140/33  |  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：345/51  |  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