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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:43/3  |  Submit date:2021/02/27
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Song GL(宋国立);  Han JD(韩建达);  Zhao YW(赵忆文)
Adobe PDF(1662Kb)  |  Favorite  |  View/Download:127/15  |  Submit date:2020/09/12
motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
Adaptive Hybrid Classifier for Myoelectric Pattern Recognition Against the Interferences of Outlier Motion, Muscle Fatigue, and Electrode Doffing 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 卷号: 27, 期号: 5, 页码: 1071-1080
Authors:  Ding QC(丁其川);  Zhao XG(赵新刚);  Han JD(韩建达);  Bu CG(卜春光);  Wu CD(吴成东)
Adobe PDF(2259Kb)  |  Favorite  |  View/Download:191/53  |  Submit date:2019/06/18
Surface electromyography (sEMG)  myoelectric prosthesis  adaptive classifier  online update  
A Decoding Scheme for Incomplete Motor Imagery EEG With Deep Belief Network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12, 页码: 1-17
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Han JD(韩建达);  Zhao YW(赵忆文)
Adobe PDF(3629Kb)  |  Favorite  |  View/Download:205/55  |  Submit date:2018/10/22
brain-computer interface  decoding scheme  incomplete motor imagery EEG  power spectral density  deep belief network  
An Automatic System for Smile Recognition Based on CNN and Face Detection 会议论文
Proceedings of the 2018 IEEE International Conference on Robotics and Biomimetics, Kuala Lumpur, Malaysia, December 12-15, 2018
Authors:  Qu DY(屈丹阳);  Huang Z(黄钲);  Gao ZY(高振远);  Zhao YW(赵忆文);  Zhao XG(赵新刚);  Song GL(宋国立)
Adobe PDF(623Kb)  |  Favorite  |  View/Download:145/31  |  Submit date:2019/05/12
CNN  Face detection  Smile recognition  
基于单通道sEMG分解的手部动作识别方法 期刊论文
机械工程学报, 2016, 卷号: 52, 期号: 7, 页码: 6-13
Authors:  熊安斌;  丁其川;  赵新刚;  韩建达;  刘光军
Adobe PDF(918Kb)  |  Favorite  |  View/Download:624/97  |  Submit date:2016/01/10
表面肌电信号  运动单元动作电位序列  分层聚类  主元分析支持向量机