DocumentCode
3399540
Title
Synchronization of brain electrical activity between two hemispheres in different frequency bands
Author
Vavreshchuk, Anton ; Popov, Anton ; Kanaykin, Oleksii
Author_Institution
Phys. & Biomed. Electron. Dept., Nat. Tech. Univ. of Ukraine, Kiev, Ukraine
fYear
2013
fDate
5-7 June 2013
Firstpage
1
Lastpage
5
Abstract
In this paper we address the problem of synchronization in electroencephalogram (EEG) recorded from two brain hemispheres, where the goal is to study if the synchrony takes place for symmetric and asymmetric channels, and to analyze synchronization characteristics for all main EEG rhythms. In our approach we use filtration to separate rhythm´s frequency content, followed by calculation of Single-Trial Phase-Locking Value (SPLV) to quantify phase synchronization. We analyzed background EEG from eight matched healthy volunteers, first comparing synchronization between symmetric/asymmetric channels and surrogate signals, and then comparing synchronization between symmetric and asymmetric channels itself. The presence of synchronization was validated by Kruskal-Wallis test to compare SPLV in symmetric vs. asymmetric channels, resulting in statistically significant distinction (p≤0.001) in all frequency bands, except gamma rhythm for which p-value was p≤0.05.
Keywords
bioelectric potentials; electroencephalography; medical signal processing; neurophysiology; statistical analysis; synchronisation; EEG recording; EEG rhythms; Kruskal-Wallis test; SPLV; brain electrical activity synchronization; brain hemispheres; electroencephalogram recording; frequency bands; gamma rhythm; p-value; single-trial phase-locking value; statistical significant distinction; symmetric-asymmetric channels; synchronization problem; Electrodes; Electroencephalography; Frequency synchronization; Sleep; Synchronization; Transforms; EEG; SPLV; frequency dependence; hemispheres; phase synchronization; rhythms; symmetry; synchronization;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Symposium (SPS), 2013
Conference_Location
Serock
Type
conf
DOI
10.1109/SPS.2013.6623609
Filename
6623609
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