Use of Artificial Intelligence in the Classification of Upper-Limb Motion Using EEG and EMG Signals: A Review

This systematic review summarizes the application of artificial intelligence (AI) in classifying upper-limb motion using Electroencephalogram (EEG) and Electromyogram (EMG) signals, focusing on the field’s progression from Traditional Machine Learning (TML) to Deep Learning (DL) architectures. Follo...

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Detalhes bibliográficos

Principais autores:	Isabel Bandes, Yasuharu Koike
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-02-01
coleção:	Sensors
Assuntos:	upper limbs electroencephalogram (EEG) electromyogram (EMG) artificial intelligence movement intent movement classification
Acesso em linha:	https://www.mdpi.com/1424-8220/26/5/1457
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