The estimation of neuronal activity in the human brain from electroencephalography (EEG) and magnetoencephalography (MEG) signals is a typical inverse problem whose solution pro- cess requires an accurate and fast forward solver. In this paper the method of fundamental solutions is, for the first time, proposed as a meshfree, boundary-type, and easy-to-implement alternative to the boundary element method (BEM) for solving the M/EEG forward problem. The solution of the forward problem is obtained by numerically solving a set of coupled boundary value problems for the three-dimensional Laplace equation. Numerical accuracy, convergence, and computational load are investigated. The proposed method is shown to be a competitive alternative to the state-of-the-art BEM for M/EEG forward solving.

Ala, G., Fasshauer, G., Francomano, E., Ganci, S., Mccourt, M. (2015). The method of fundamental solutions in solving coupled boundary value problems for M/EEG. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 37(4), B570-B590 [10.1137/13094921X].

The method of fundamental solutions in solving coupled boundary value problems for M/EEG

ALA, Guido;FRANCOMANO, Elisa;GANCI, Salvatore;
2015-01-01

Abstract

The estimation of neuronal activity in the human brain from electroencephalography (EEG) and magnetoencephalography (MEG) signals is a typical inverse problem whose solution pro- cess requires an accurate and fast forward solver. In this paper the method of fundamental solutions is, for the first time, proposed as a meshfree, boundary-type, and easy-to-implement alternative to the boundary element method (BEM) for solving the M/EEG forward problem. The solution of the forward problem is obtained by numerically solving a set of coupled boundary value problems for the three-dimensional Laplace equation. Numerical accuracy, convergence, and computational load are investigated. The proposed method is shown to be a competitive alternative to the state-of-the-art BEM for M/EEG forward solving.
2015
Ala, G., Fasshauer, G., Francomano, E., Ganci, S., Mccourt, M. (2015). The method of fundamental solutions in solving coupled boundary value problems for M/EEG. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 37(4), B570-B590 [10.1137/13094921X].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/146862
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