Sleep spindle and K-complex detection using tunable Q-factor wavelet transform and morphological component analysis

A novel framework for joint detection of sleep spindles and K-complex events, two hallmarks of sleep stage S2, is proposed. Sleep electroencephalography (EEG) signals are split into oscillatory (spindles) and transient (K-complex) components. This decomposition is conveniently achieved by applying m...

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Bibliografiske detaljer
Udgivet i:Front Hum Neurosci
Main Authors: Lajnef, Tarek, Chaibi, Sahbi, Eichenlaub, Jean-Baptiste, Ruby, Perrine M., Aguera, Pierre-Emmanuel, Samet, Mounir, Kachouri, Abdennaceur, Jerbi, Karim
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2015
Fag:
Neuroscience
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4516876/
https://ncbi.nlm.nih.gov/pubmed/26283943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnhum.2015.00414
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