AS3-SAE: Automatic Sleep Stages Scoring using Stacked Autoencoders

Sleep is a subconscious state, and the brain is active during it. Automatic classification of sleep stages can help identify various diseases. In this paper, a deep learning type neural network called Stacked Autoencoders (SAEs) is used to automatically classify sleep stages with high computing spe...

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Bibliographic Details
Main Authors: Mahtab Vaezi, Mehdi Nasri
Format: Article
Language:English
Published: Tehran University of Medical Sciences 2023-09-01
Series:Frontiers in Biomedical Technologies
Subjects:
Online Access:https://fbt.tums.ac.ir/index.php/fbt/article/view/486