CASIA OpenIR

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Enhanced motor imagery based brain-computer interface via vibration stimulation and robotic glove for post-stroke rehabilitation 会议论文
, 中国长沙, 2023-11-20
Authors:  Jianqiang Su;  Jiaxing Wang;  Weiqun Wang;  Yihan Wang;  Zeng-Guang Hou
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Calibration-free transfer learning for EEG-based cross-subject motor imagery classification 会议论文
, Auckland, New Zealand, 2023-8-26
Authors:  Yihan Wang;  Jiaxing Wang;  Weiqun Wang;  Jianqiang Su;  Zeng-Guang Hou
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EEG-Based Focus of Attention Tracking and Regulation During Dual-Task Training for Neural Rehabilitation of Stroke Patients 期刊论文
IEEE Transactions on Biomedical Engineering, 2022, 卷号: 70, 期号: 3, 页码: 920-930
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zeng-Guang
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Toward a Fast and Robust MI-BCI: Online Adaptation of Stimulus Paradigm and Classification Model 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 12
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Su, Jianqiang;  Wang, Yihan;  Hou, Zeng-Guang
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Brain-computer interface (BCI)  classification model adaption  information transfer rate (ITR)  motor imagery (MI) duration  stimulus paradigm adjustment  
A Multiposture Robot for Full Cycle Rehabilitation of Lower Limbs: Design and Autonomous Training 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 页码: 12
Authors:  Wang, Weiqun;  Shi, Weiguo;  Xiang, Kexin;  Ren, Shixin;  Lin, Tianyu;  Liu, Shengda;  Liang, Xu;  Wang, Jiaxing;  Hou, Zeng-Guang
Favorite  |  View/Download:28/0  |  Submit date:2024/05/30
Autonomous training based on surface electromyography (sEMG)  mechanism design and optimization  rehabilitation robot  training trajectory optimization  
Muscle Synergy Analysis Based on NMF for Lower Limb Motor Function Assessment 会议论文
, Xishuangbanna, China, December 5-9, 2022
Authors:  Kexin Xiang;  Weiqun Wang;  Zeng-Guang Hou;  Chutian Zhang;  Jiaxing Wang;  Weiguo Shi;  Yuze Jiao;  Tianyu Lin
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Drivable Space of Rehabilitation Robot for Physical Human-Robot Interaction: Definition and an Expanding Method 期刊论文
IEEE TRANSACTIONS ON ROBOTICS, 2022, 页码: 14
Authors:  Wang, Weiqun;  Liang, Xu;  Liu, Shengda;  Lin, Tianyu;  Zhang, Pu;  Lv, Zhen;  Wang, Jiaxing;  Hou, Zeng-Guang
Favorite  |  View/Download:229/0  |  Submit date:2022/11/14
Assistive robots  Torque  Robot kinematics  Training  Exoskeletons  Biological system modeling  Adaptation models  Adaptive learning  dynamics modeling  physical human-robot interaction (pHRI)  rehabilitation robot  
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
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
Favorite  |  View/Download:231/0  |  Submit date: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
Authors:  Wang, Jiaxing;  Shi, Lei;  Wang, Weiqun;  Hou, Zeng-Guang
Favorite  |  View/Download:245/0  |  Submit date: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
Authors:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun;  Qin, Wei
Favorite  |  View/Download:165/0  |  Submit date: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