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Linear and Non-linear Dimensionality-Reduction Techniques on Full Hand Kinematics

The purpose of this study was to find a parsimonious representation of hand kinematics data that could facilitate prosthetic hand control. Principal Component Analysis (PCA) and a non-linear Autoencoder Network (nAEN) were compared in their effectiveness at capturing the essential characteristics of...

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Detalles Bibliográficos
Autores principales:	Portnova-Fahreeva, Alexandra A., Rizzoglio, Fabio, Nisky, Ilana, Casadio, Maura, Mussa-Ivaldi, Ferdinando A., Rombokas, Eric
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2020
Materias:	Bioengineering and Biotechnology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214755/ https://www.ncbi.nlm.nih.gov/pubmed/32432105 http://dx.doi.org/10.3389/fbioe.2020.00429

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