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Real-time, simultaneous myoelectric control using a convolutional neural network

The evolution of deep learning techniques has been transformative as they have allowed complex mappings to be trained between control inputs and outputs without the need for feature engineering. In this work, a myoelectric control system based on convolutional neural networks (CNN) is proposed as a...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Ameri, Ali, Akhaee, Mohammad Ali, Scheme, Erik, Englehart, Kevin
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6136764/
https://ncbi.nlm.nih.gov/pubmed/30212573
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0203835
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