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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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Bibliographische Detailangaben
Veröffentlicht in:Front Neurorobot
Hauptverfasser: Atzori, Manfredo, Cognolato, Matteo, Müller, Henning
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2016
Schlagworte:
Online Zugang: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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