A CNN-LSTM model for six human ankle movements classification on different loads

This study aims to address three problems in current studies in decoding the ankle movement intention for robot-assisted bilateral rehabilitation using surface electromyogram (sEMG) signals: (1) only up to four ankle movements could be identified while six ankle movements should be classified to pro...

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Detalles Bibliográficos
Autores principales: Li, Min, Wang, Jiale, Yang, Shiqi, Xie, Jun, Xu, Guanghua, Luo, Shan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Human Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030731/
https://www.ncbi.nlm.nih.gov/pubmed/36968785
http://dx.doi.org/10.3389/fnhum.2023.1101938

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030731/
https://www.ncbi.nlm.nih.gov/pubmed/36968785
http://dx.doi.org/10.3389/fnhum.2023.1101938

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