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An sEMG-Based Human-Exoskeleton Interface Fusing Convolutional Neural Networks With Hand-Crafted Features

In recent years, the human-robot interfaces (HRIs) based on surface electromyography (sEMG) have been widely used in lower-limb exoskeleton robots for movement prediction during rehabilitation training for patients with hemiplegia. However, accurate and efficient lower-limb movement prediction for p...

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Detalles Bibliográficos
Autores principales: Yang, Xiao, Fu, Zhe, Li, Bing, Liu, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284005/
https://www.ncbi.nlm.nih.gov/pubmed/35845758
http://dx.doi.org/10.3389/fnbot.2022.938345