Deep learning with convolutional neural networks: a resource for the control of robotic prosthetic hands via electromyography

Motivation: Natural control methods based on surface electromyography 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 in the best case capa...

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Bibliographic Details
Main Authors: Manfredo Atzori, Matteo Cognolato, Henning Müller
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-09-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnbot.2016.00009/full