DocumentCode :
2193235
Title :
A new method based on Correlation Coefficients to map coherent brain sources
Author :
Zhang, Junpeng ; Cui, Yuan
Author_Institution :
Chengdu Med. Coll., Chengdu
fYear :
2007
fDate :
12-14 Oct. 2007
Firstpage :
232
Lastpage :
235
Abstract :
Fully correlated neural activity across different brain regions is suggested to be a possible mechanism for functional integration. Noninvasive analysis of the coherent sources among cortical areas is possible by mapping coherent sources on the scalp. We developed a method using scalp EEG recordings to map the coherent sources. Firstly the correlation coefficient matrix was estimated. By statistics tests, significant correlations between EEG channels were picked out. The sum of CCs between one channel and all the other channels is taken as the mapping index. Theoretical analysis shows this method can map coherent sources. Both computer simulation and real visual evoked potentials (VEP) test confirm that, compared to traditional power mapping, the presented method is sensitive to the combination of the correlated brain sources with different energy levels.
Keywords :
brain; neurophysiology; visual evoked potentials; brain electrical signal; coherent brain sources; correlated neural activity; correlation coefficients; energy levels; mapping index; noninvasive analysis; visual evoked potentials test; Carbon capture and storage; Computer simulation; Educational institutions; Electrodes; Electroencephalography; Energy states; Multiple signal classification; Scalp; Statistical analysis; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Noninvasive Functional Source Imaging of the Brain and Heart and the International Conference on Functional Biomedical Imaging, 2007. NFSI-ICFBI 2007. Joint Meeting of the 6th International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-0949-5
Electronic_ISBN :
978-1-4244-0949-5
Type :
conf
DOI :
10.1109/NFSI-ICFBI.2007.4387737
Filename :
4387737
Link To Document :
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