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Combining EMD with ICA to analyze combined EEG-fMRI data.

Al-Baddai, Saad, Al-Subari, Karema, Tome, A. M., Volberg, Gregor and Lang, Elmar W. (2014) Combining EMD with ICA to analyze combined EEG-fMRI data. In: Medical Image Understanding and Analysis 2014. Proc. 18th conf. on Medical Image Understanding and Analysis, 9-11 July 2014, London. City University London, London, UK, pp. 223-228. ISBN 9781901725513.

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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:Book section
Date:2014
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
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URLURL Type
https://www.city.ac.uk/medical-image-understanding-and-analysis-2014/proceedingsUNSPECIFIED
Dewey Decimal Classification:000 Computer science, information & general works > 004 Computer science
100 Philosophy & psychology > 150 Psychology
Status:Published
Refereed:Yes, this version has been refereed
Created at the University of Regensburg:Yes
Item ID:34941
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