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A Combined EMD-ICA Analysis of Simultaneously Registered EEG-fMRI Data

Al-Baddai, Saad, Al-Subari, Karema, Tomé, A. M., Volberg, Gregor and Lang, Elmar (2015) A Combined EMD-ICA Analysis of Simultaneously Registered EEG-fMRI Data. The Annals of the BMVA (The British Machine Vision Association and Society for Pattern Recognition) 2015 (2), pp. 1-15.

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Abstract

Within a combined EEG-fMRI study of contour integration, we analyze responses to Gabor stimuli with an Empirical Mode Decomposition combined with an Independent Component Analysis. Generally, responses to different stimuli are very similar thus hard to differentiate. EMD and ICA are used intermingled and not simply in a sequential way. This novel combination helps to suppress redundant modes ...

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Item type:Article
Date:2015
Institutions:Psychology and Pedagogy > Institut für Psychologie > Lehrstuhl für Psychologie I (Allgemeine Psychologie I und Methodenlehre) - Prof. Dr. Mark W. Greenlee
Languages and Literatures > Institut für Information und Medien, Sprache und Kultur (I:IMSK) > Lehrstuhl für Informationswissenschaft
Biology, Preclinical Medicine > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Elmar Lang
Dewey Decimal Classification:000 Computer science, information & general works > 004 Computer science
Status:Published
Refereed:Yes, this version has been refereed
Created at the University of Regensburg:Partially
Item ID:34670
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