SIAM Journal on Scientific Computing


Computational Methods in Science and Engineering

The Method of Fundamental Solutions in Solving Coupled Boundary Value Problems for M/EEG

Related Databases

Web of Science

You must be logged in with an active subscription to view this.

Article Data

History

Submitted: 16 December 2013
Accepted: 19 May 2015
Published online: 16 July 2015

Publication Data

ISSN (print): 1064-8275
ISSN (online): 1095-7197
CODEN: sjoce3

The estimation of neuronal activity in the human brain from electroencephalography (EEG) and magnetoencephalography (MEG) signals is a typical inverse problem whose solution process 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, Society for Industrial and Applied Mathematics

Cited by

(2020) An overview of the method of fundamental solutions—Solvability, uniqueness, convergence, and stability. Engineering Analysis with Boundary Elements 120, 118-152. Crossref
(2020) An advanced numerical treatment of EM absorption in human tissue. 2020 IEEE 20th Mediterranean Electrotechnical Conference ( MELECON), 439-442. Crossref
(2020) Fake Nodes approximation for Magnetic Particle Imaging. 2020 IEEE 20th Mediterranean Electrotechnical Conference ( MELECON), 434-438. Crossref
(2019) Meshfree and Particle Methods in Biomechanics: Prospects and Challenges. Archives of Computational Methods in Engineering 26:5, 1547-1576. Crossref
(2019) On the use of quasi-equidistant source points over the sphere surface for the method of fundamental solutions. Journal of Computational and Applied Mathematics 359, 55-68. Crossref
(2019) Investigating the topography effect in modeling of deformation field of CampiFlegrei volcano using the method of fundamental solution. Journal of Geospatial Information Technology 7:1, 55-72. Crossref
(2019) Mental processing comparison between past and future employing a novel EEG analysis based on radiated EM field estimation. Journal of Neuroscience Methods 311, 156-163. Crossref
(2018) Highlighting numerical insights of an efficient SPH method. Applied Mathematics and Computation 339, 899-915. Crossref
(2018) An Efficient Numerical Method for Time Domain Computational Electromagnetic Simulation. 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), 1-5. Crossref
(2018) Investigation of the electric field distribution in the human brain based on MRI and EEG data. International Conference on Atomic and Molecular Pulsed Lasers XIII, 53. Crossref
(2018) On the Distribution of Lightning Current among Interconnected Grounding Systems in Medium Voltage Grids. Energies 11:4, 771. Crossref
(2018) Separatrix reconstruction to identify tipping points in an eco-epidemiological model. Applied Mathematics and Computation 318, 80-91. Crossref
(2017) Determination of Cerro Blanco volcano deformation field using method of fundamental solutions. Geomatics, Natural Hazards and Risk 8:2, 1258-1275. Crossref
(2017) An augmented MFS approach for brain activity reconstruction. Mathematics and Computers in Simulation 141, 3-15. Crossref
(2017) Lightning-current distribution in MV grids interconnected earthing systems. 2017 IEEE International Conference on Environment and Electrical Engineering and 2017 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), 1-6. Crossref
(2017) Asymptotic analysis of the conventional and invariant schemes for the method of fundamental solutions applied to potential problems in doubly-connected regions. Japan Journal of Industrial and Applied Mathematics 34:1, 177-228. Crossref
(2017) Non-iterative regularized MFS solution of inverse boundary value problems in linear elasticity: A numerical study. Applied Mathematics and Computation 293, 265-286. Crossref
(2017) On Inverse Problems for Characteristic Sources in Helmholtz Equations. Mathematical Problems in Engineering 2017, 1-16. Crossref
(2016) Some Numerical Remarks on a Meshless Approximation Method. 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 693-698. Crossref
(2016) Three-phase inrush prediction and control in switching power supplies. 2016 AEIT International Annual Conference (AEIT), 1-6. Crossref