Detecting $K$-complexes for sleep stage identification using nonsmooth optimization
نویسندگان
چکیده
منابع مشابه
Detection of K-complexes and sleep spindles (DETOKS) using sparse optimization.
BACKGROUND This paper addresses the problem of detecting sleep spindles and K-complexes in human sleep EEG. Sleep spindles and K-complexes aid in classifying stage 2 NREM human sleep. NEW METHOD We propose a non-linear model for the EEG, consisting of a transient, low-frequency, and an oscillatory component. The transient component captures the non-oscillatory transients in the EEG. The oscil...
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ژورنال
عنوان ژورنال: ANZIAM Journal
سال: 2012
ISSN: 1445-8810
DOI: 10.21914/anziamj.v52i0.4037