Electroencephalography Signal Analysis for Human Activities Classification: A Solution Based on Machine Learning and Motor Imagery

Electroencephalography Signal Analysis for Human Activities Classification: A Solution Based on Machine Learning and Motor Imagery

Electroencephalography (EEG) is a fundamental tool for understanding the brain’s electrical activity related to human motor activities. Brain-Computer Interface (BCI) uses such electrical activity to develop assistive technologies, especially those directed at people with physical disabilities. Howe...

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Bibliographic Details
Main Authors: Tarciana C. de Brito Guerra, Taline Nóbrega, Edgard Morya, Allan de M. Martins, Vicente A. de Sousa
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
EEG
machine learning
random forest
motor imagery
mindwave
V-AMP
Online Access:https://www.mdpi.com/1424-8220/23/9/4277

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https://www.mdpi.com/1424-8220/23/9/4277

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