Towards Integration of Domain Knowledge-Guided Feature Engineering and Deep Feature Learning in Surface Electromyography-Based Hand Movement Recognition

As a machine-learning-driven decision-making problem, the surface electromyography (sEMG)-based hand movement recognition is one of the key issues in robust control of noninvasive neural interfaces such as myoelectric prosthesis and rehabilitation robot. Despite the recent success in sEMG-based hand...

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Detalles Bibliográficos
Autores principales: Wei, Wentao, Hu, Xuhui, Liu, Hua, Zhou, Ming, Song, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8731285/
https://www.ncbi.nlm.nih.gov/pubmed/35003244
http://dx.doi.org/10.1155/2021/4454648

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8731285/
https://www.ncbi.nlm.nih.gov/pubmed/35003244
http://dx.doi.org/10.1155/2021/4454648

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