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...

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Vydané v:	IEEE Symposium on Computational Intelligence in Multi-Criteria Decision Making s. 1054 - 1059
Hlavní autori:	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
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 05.12.2023
Predmet:	Electroencephalography electromyographic signals Electromyography Feature extraction force tasks Medical treatment Multiclass Multilayer perceptrons Signal processing algorithms Wrist wrist and forearm
ISSN:	2472-8322
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