EEG Source Localization by Multi-Planar Analytic Sensing
D. Kandaswamy, T. Blu, L. Spinelli, C. Michel, D. Van De Ville
Proceedings of the Fifth IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'08), Paris, French Republic, May 14-17, 2008, pp. 1075–1078.
Source localization from EEG surface measurements is an important problem in neuro-imaging. We propose a new mathematical framework to estimate the parameters of a multidipole source model. To that aim, we perform 2-D analytic sensing in multiple planes. The estimation of the projection on each plane of the dipoles' positions, which is a non-linear problem, is reduced to polynomial root finding. The 3-D information is then recovered as a special case of tomographic reconstruction. The feasibility of the proposed approach is shown for both synthetic and experimental data.
@INPROCEEDINGS(http://bigwww.epfl.ch/publications/kandaswamy0801.html, AUTHOR="Kandaswamy, D. and Blu, T. and Spinelli, L. and Michel, C. and Van De Ville, D.", TITLE="{EEG} Source Localization by Multi-Planar Analytic Sensing", BOOKTITLE="Proceedings of the Fifth {IEEE} International Symposium on Biomedical Imaging: {F}rom Nano to Macro ({ISBI'08})", YEAR="2008", editor="", volume="", series="", pages="1075--1078", address="Paris, French Republic", month="May 14-17,", organization="", publisher="", note="")