Abstract:
:We used a real-skull phantom head to investigate the performances of representative methods for EEG source localization when considering various head models. We describe several experiments using a montage with current sources located at multiple positions and orientations inside a human skull filled with a conductive medium. The robustness of selected methods based on distributed source models is evaluated as various solutions to the forward problem (from the sphere to the finite element method) are considered. Experimental results indicate that inverse methods using appropriate cortex-based source models are almost always able to locate the active source with excellent precision, with little or no spurious activity in close or distant regions, even when two sources are simultaneously active. Superior regularization schemes for solving the inverse problem can dramatically help the estimation of sparse and focal active zones, despite significant approximation of the head geometry and the conductivity properties of the head tissues. Realistic head models are necessary, though, to fit the data with a reasonable level of residual variance.
journal_name
Phys Med Bioljournal_title
Physics in medicine and biologyauthors
Baillet S,Riera JJ,Marin G,Mangin JF,Aubert J,Garnero Ldoi
10.1088/0031-9155/46/1/306subject
Has Abstractpub_date
2001-01-01 00:00:00pages
77-96issue
1eissn
0031-9155issn
1361-6560journal_volume
46pub_type
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