Image set preparation: A platform to prepare a myoelectric signal to train a CNN

Image set preparation: A platform to prepare a myoelectric signal to train a CNN

Derived from the good performance in the classification of surface Electromyography signals using CNN for its application in prosthetics, rehabilitation, and medicine, we present a platform that, from a surface Electromyography, performs the necessary digital processing to generate an image database...

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Bibliographic Details
Main Authors: Jorge Arturo Sandoval-Espino, Alvaro Zamudio-Lara, José Antonio Marbán-Salgado, J Jesús Escobedo-Alatorre, Omar Palillero-Sandoval, J. Guadalupe Velásquez Aguilar
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:SoftwareX
Subjects:
CNN network
Gesture classification
Image processing
sEMG
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711023002054

Internet

http://www.sciencedirect.com/science/article/pii/S2352711023002054

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