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Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands

Natural control methods based on surface electromyography (sEMG) and pattern recognition are promising for hand prosthetics. However, the control robustness offered by scientific research is still not sufficient for many real life applications, and commercial prostheses are capable of offering natur...

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Detalhes bibliográficos
Publicado no:Front Neurorobot
Main Authors: Atzori, Manfredo, Cognolato, Matteo, Müller, Henning
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5013051/
https://ncbi.nlm.nih.gov/pubmed/27656140
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnbot.2016.00009
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