Title :
Model studies of spreading electrical activities in the brain on MEG/EEG inverse problem
Author :
Ueno, Kenichi ; Ueno, Shoogo
Author_Institution :
Dept. of Biomed. Eng., Tokyo Univ., Japan
fDate :
30 Oct-2 Nov 1997
Abstract :
Using magnetoencephalogram (MEG) and electroencephalogram (EEG) the source estimation is performed in recent research. We simulated the MEG source estimation (inverse problem) for the purpose of finding the spread and the amplitude of neural activities. We proposed the hexagonal spreading dipole (HSD) model to briefly describe the source´s spread. Inverse simulation indicates that the source localization using the HSD model can be as accurate as the localization with a single dipole model. As the spread and the amplitude are associated with each other, it is effective to combine their information. However, it is significantly difficult to find the orientation of the HSD model, because the radial component of the neural source has few magnetic fields. The information of a cerebral cortex shape or EEG signal with a radial component should be applied to the source estimation algorithm
Keywords :
brain models; electroencephalography; inverse problems; magnetoencephalography; medical signal detection; medical signal processing; parameter estimation; EEG source estimation; Levenberg-Marquardt algorithm; MEG source estimation; amplitude of neural activities; brain; cerebral cortex shape; hexagonal spreading dipole model; inverse problem; inverse simulation; model studies; single dipole model; source estimation algorithm; source localization; source orientation; spreading electrical activities; Biomedical engineering; Brain modeling; Cerebral cortex; Electroencephalography; Inverse problems; Magnetic field measurement; Magnetic heads; Medical simulation; Neurons; Shape;
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-4262-3
DOI :
10.1109/IEMBS.1997.756570