Automatic Detection of K-Complexes Using the Cohen Class Recursiveness and Reallocation Method and Deep Neural Networks with EEG Signals

Automatic Detection of K-Complexes Using the Cohen Class Recursiveness and Reallocation Method and Deep Neural Networks with EEG Signals

Evoked and spontaneous K-complexes are thought to be involved in sleep protection, but their role as biomarkers is still under debate. K-complexes have two major functions: first, they suppress cortical arousal in response to stimuli that the sleeping brain evaluates to avoid signaling danger; and s...

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Bibliographic Details
Main Authors: Catalin Dumitrescu, Ilona-Madalina Costea, Angel-Ciprian Cormos, Augustin Semenescu
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
K-complexes
sleep disorders
Cohen class
sleep stage
classification
deep neural networks
Online Access:https://www.mdpi.com/1424-8220/21/21/7230

Internet

https://www.mdpi.com/1424-8220/21/21/7230

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