Title :
Source region contracting method for EEG source reconstructions
Author :
Zou, J. ; Xie, Y.Q. ; Yuan, J.S. ; Ma, X.S. ; Cui, X. ; Chen, S.M.
Author_Institution :
Electr. Eng. Dept., Tsinghua Univ., Beijing, China
fDate :
3/1/2004 12:00:00 AM
Abstract :
A new electroencephalogram (EEG) source reconstruction method is presented. The method reduces the number of unknown quantities of the basic EEG equation by contracting the source region iteratively. The simultaneous equation system turns from an underdetermined system to an overdetermined system step by step. At last the least square algorithm is used to get a unique solution. The simulation shows that a high-resolution result can be obtained by using the method proposed.
Keywords :
brain models; electroencephalography; inverse problems; least squares approximations; EEG equation; EEG source reconstructions; electroencephalogram; inverse problem; least square algorithm; low-resolution electromagnetic tomography algorithm; source region contracting; Brain modeling; Computational modeling; Electroencephalography; Independent component analysis; Inverse problems; Laplace equations; Least squares methods; Reconstruction algorithms; Scalp; Tomography;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2004.825012
