Exploring the Effectiveness of Machine Learning and Deep Learning Techniques for EEG Signal Classification in Neurological Disorders

Neurological disorders are among the leading causes of both physical and cognitive disabilities worldwide, affecting approximately 15% of the global population. This study explores the use of machine learning (ML) and deep learning (DL) techniques in processing Electroencephalography (EEG) signals t...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Souhaila Khalfallah, William Puech, Mehdi Tlija, Kais Bouallegue
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Electroencephalography (EEG) neurological disorders machine learning deep learning
Online Access:	https://ieeexplore.ieee.org/document/10848369/