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Decoding silent speech from high-density surface electromyographic data using transformer 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 80, 页码: 9
作者:  Song, Rui;  Zhang, Xu;  Chen, Xi;  Chen, Xiang;  Chen, Xun;  Yang, Shuang;  Yin, Erwei
收藏  |  浏览/下载:22/0  |  提交时间:2023/07/12
Surface electromyography  Silent speech recognition  Sequential decoding  Transformer  Language model  
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2974-2987
作者:  Wang, Kang;  Chen, Yiqiang;  Zhang, Yingwei;  Yang, Xiaodong;  Hu, Chunyu
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Surface electromyography  gesture recognition  cross-user  domain adaptation  semi-supervised learning  
Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 8, 页码: 6979-6992
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Yang, Xiaodong;  Lu, Wang
收藏  |  浏览/下载:67/0  |  提交时间:2020/12/10
Electrodes  Gesture recognition  Muscles  Electromyography  Internet of Things  Empirical mode decomposition  Convolutional recurrent neural network (CRNN)  gesture recognition  multivariate empirical mode decomposition (MEMD)  surface electromyography (sEMG)