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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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Detalles Bibliográficos
Autores principales: Ameri, Ali, Akhaee, Mohammad Ali, Scheme, Erik, Englehart, Kevin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6136764/
https://www.ncbi.nlm.nih.gov/pubmed/30212573
http://dx.doi.org/10.1371/journal.pone.0203835