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Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
Adobe PDF(3569Kb)  |  Favorite  |  View/Download:92/4  |  Submit date:2021/02/27
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Continuous human gait tracking using sEMG signals 会议论文
42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020, Montreal, QC, Canada, July 20-24, 2020
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉)(,21);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
Adobe PDF(652Kb)  |  Favorite  |  View/Download:180/42  |  Submit date:2020/10/06
Hand Gesture Recognition Using Instant High-density EMG Graph via Deep Learning Method 会议论文
Proceedings - 2020 Chinese Automation Congress, CAC 2020, Shanghai, China, November 6-8, 2021
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
Adobe PDF(1540Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2021/03/14
Electromyography (EMG)  instant EMG graph  deep learning  RNN