EMG Classification of Hand and Wrist Force Tasks Using Fractal Algorithms

The hand has excellent functional, aesthetic and social importance. However, Parkinson's disease, stroke, and other myopathies can cause motor impairments. Patients require a rehabilitation program to follow their progress, and one of the tools used to do that is the electromyographic (EMG) sig...

Full description

Bibliographic Details

Published in:	IEEE Symposium on Computational Intelligence in Multi-Criteria Decision Making pp. 1054 - 1059
Main Authors:	Perez-Espinoza, Marcos, Martinez-Peon, Dulce, Rivera, J. Fernando Gongora, Ortiz-Jimenez, Xochitl A., Esparza, Michelle Contro, Maldonado-Jauregui, Juan, Tinoco-Ramirez, Isaac, Castillo-Herrera, Francisco, Estrada-Cortez, Hector
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.12.2023
Subjects:	Electroencephalography electromyographic signals Electromyography Feature extraction force tasks Medical treatment Multiclass Multilayer perceptrons Signal processing algorithms Wrist wrist and forearm
ISSN:	2472-8322
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!