A meshless method for solving the EEG forward problem

被引:23
|
作者
von Ellenrieder, N
Muravchik, CH
Nehorai, A
机构
[1] Natl Univ La Plata, Lab Elect Ind Control & Instrumentac, Dept Electrotecnia, Fac Ingn, RA-1900 La Plata, Argentina
[2] Univ Illinois, Dept Elect & Comp Engn, Chicago, IL 60608 USA
基金
美国国家科学基金会;
关键词
EEG; EEG forward problem; layered media; meshless method; moving least squares approximation; numerical solution; volume conductor;
D O I
10.1109/TBME.2004.840499
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present a numerical method to solve the quasi-static Maxwell equations and compute the electroencephalography (EEG) forward problem solution. More generally, we develop a computationally efficient method to obtain the electric potential distribution generated by a source of electric activity inside a three-dimensional body of arbitrary shape and layers of different electric conductivities. The method needs only a set of nodes on the surface and inside the head, but not a mesh connecting the nodes. This represents an advantage over traditional methods like boundary elements or finite elements since the generation of the mesh is typically computationally intensive. The performance of the proposed method is compared with the boundary element method (BEM) by numerically solving some EEG forward problems examples. For a large number of nodes and the game precision, our method has lower computational load than BEM due to a faster convergence rate and to the sparsity of the linear system to be solved.
引用
收藏
页码:249 / 257
页数:9
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