Automatic detection of sleep spindles with the use of STFT, EMD and DWT methods

Sleep staging is a significant process to diagnose sleep disorders. Like other stages, several parameters are required for the determination of N-REM2 stage. Sleep spindles (SSs) are among them. In this study, a methodology was presented to automatically determine starting and ending positions of SS...

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Veröffentlicht in:	Neural computing & applications 2018-04, Vol.29 (8), p.17-33
Hauptverfasser:	Yücelbaş, Cüneyt, Yücelbaş, Şule, Özşen, Seral, Tezel, Gülay, Küççüktürk, Serkan, Yosunkaya, Şebnem
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Decomposition Discrete Wavelet Transform Electroencephalography Fourier transforms Neural networks Sensitivity Sleep
Online-Zugang:	Volltext
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