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Autoencoder-based myoelectric controller for prosthetic hands

In the past, linear dimensionality-reduction techniques, such as Principal Component Analysis, have been used to simplify the myoelectric control of high-dimensional prosthetic hands. Nonetheless, their nonlinear counterparts, such as Autoencoders, have been shown to be more effective at compressing...

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Detalles Bibliográficos
Autores principales: Portnova-Fahreeva, Alexandra A., Rizzoglio, Fabio, Mussa-Ivaldi, Ferdinando A., Rombokas, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10331017/
https://www.ncbi.nlm.nih.gov/pubmed/37434753
http://dx.doi.org/10.3389/fbioe.2023.1134135