DocumentCode
1533714
Title
A statistical technique for measuring synchronism between cortical regions in the EEG during rhythmic stimulation
Author
De Sã, Antonio Mauricio F L Miranda ; Infantosi, Antonio Fernando C ; Simpson, David M.
Author_Institution
Dept. of Electr., Fed.. Inst. for Higher Educ. of Sao Joao del Rei, Brazil
Volume
48
Issue
10
fYear
2001
Firstpage
1211
Lastpage
1215
Abstract
The coherence function has been widely applied in quantifying the degree of synchronism between electroencephalogram (EEG) signals obtained from different brain regions. However, when applied to investigating synchronization resulting from rhythmic stimulation, misleading results can arise from the high correlation of background EEG activity. The authors, thus propose a modified measure, which emphasizes the synchronized stimulus responses and reduces the influence of the spontaneous EEG activity. Critical values for this estimator are derived and tested in Monte Carlo simulations. The effectiveness of the method is illustrated on data recorded from 12 young normal subjects during rhythmic photic stimulation.
Keywords
Monte Carlo methods; electroencephalography; medical signal processing; statistical analysis; Monte Carlo simulations; background EEG activity; brain regions; coherence function; electrodiagnostics; misleading results; rhythmic photic stimulation; rhythmic stimulation; spontaneous EEG activity; statistical technique; synchronism between cortical regions measurement; synchronized stimulus responses; young normal subjects; Biomedical measurements; Electroencephalography; Fourier transforms; Frequency estimation; Frequency synchronization; Neurophysiology; Scalp; Signal processing; State estimation; Testing; Adolescent; Child; Cortical Synchronization; Electroencephalography; Humans; Monte Carlo Method; Photic Stimulation; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.951526
Filename
951526
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