SLA-MLP: Enhancing Sleep Stage Analysis from EEG Signals Using Multilayer Perceptron Networks

SLA-MLP: Enhancing Sleep Stage Analysis from EEG Signals Using Multilayer Perceptron Networks

<b><b>Background/Objectives</b></b>: Sleep stage analysis is considered to be the key factor for understanding and diagnosing various sleep disorders, as it provides insights into sleep quality and overall health. <b>Methods</b>: Traditional methods of sleep stage...

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Bibliographic Details
Main Authors: Farah Mohammad, Khulood Mohammed Al Mansoor
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Diagnostics
Subjects:
sleep disorder
data balancing
classification
EEG Signals
TCN
MLP
Online Access:https://www.mdpi.com/2075-4418/14/23/2657
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