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Dynamic Gesture Recognition Using Surface EMG Signals Based on Multi-Stream Residual Network

Gesture recognition technology is widely used in the flexible and precise control of manipulators in the assisted medical field. Our MResLSTM algorithm can effectively perform dynamic gesture recognition. The result of surface EMG signal decoding is applied to the controller, which can improve the f...

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Detalles Bibliográficos
Autores principales:	Yang, Zhiwen, Jiang, Du, Sun, Ying, Tao, Bo, Tong, Xiliang, Jiang, Guozhang, Xu, Manman, Yun, Juntong, Liu, Ying, Chen, Baojia, Kong, Jianyi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Bioengineering and Biotechnology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8569623/ https://www.ncbi.nlm.nih.gov/pubmed/34746114 http://dx.doi.org/10.3389/fbioe.2021.779353

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