DocumentCode :
730171
Title :
EEG source reconstruction performance as a function of skull conductance contrast
Author :
Hansen, Sofie Therese ; Hansen, Lars Kai
Author_Institution :
Dept. of Appl. Math. & Comput. Sci., Tech. Univ. of Denmark, Lyngby, Denmark
fYear :
2015
fDate :
19-24 April 2015
Firstpage :
827
Lastpage :
831
Abstract :
Through simulated EEG we investigate the effect of the forward model´s applied skull:scalp conductivity ratio on the source reconstruction performance. We show that having a higher conductivity ratio generally leads to improvement of the solution. Additionally we see a clear connection between higher conductivity ratios and lower coherence, thus a reduction of the ill-posedness of the EEG inverse problem. Finally we show on real EEG data the stability of the strongest source recovered across conductivity ratios.
Keywords :
electroencephalography; inverse problems; medical signal processing; signal reconstruction; EEG inverse problem; EEG source reconstruction; electroencephalography; skull conductance contrast; skull-scalp conductivity ratio; Biological system modeling; Brain modeling; Electrodes; Electroencephalography; Logic gates; EEG source reconstruction; Forward models; Inverse problem; Sparsity; Variational approximation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
Type :
conf
DOI :
10.1109/ICASSP.2015.7178085
Filename :
7178085
Link To Document :
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