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Upper-Limb Electromyogram Classification of Reaching-to-Grasping Tasks Based on Convolutional Neural Networks for Control of a Prosthetic Hand

In recent years, myoelectric interfaces using surface electromyogram (EMG) signals have been developed for assisting people with physical disabilities. Especially, in the myoelectric interfaces for robotic hands or arms, decoding the user’s upper-limb movement intentions is cardinal to properly cont...

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Detalles Bibliográficos
Autores principales: Kim, Keun-Tae, Park, Sangsoo, Lim, Tae-Hyun, Lee, Song Joo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545895/
https://www.ncbi.nlm.nih.gov/pubmed/34712114
http://dx.doi.org/10.3389/fnins.2021.733359