DocumentCode
808476
Title
Dynamic extraction of visual evoked potentials through spatial analysis and dipole localization
Author
Wang, Yunhua ; Yang, Fusheng
Author_Institution
Dept. of Electr. Eng., Tsinghua Univ., Beijing, China
Volume
42
Issue
8
fYear
1995
Firstpage
762
Lastpage
768
Abstract
The dynamic extraction of evoked potential is a problem of great interest in EEG signal processing. Here, a comprehensive method is presented which integrates spatial analysis and dipole localization to make full use of the spatial-temporal information contained in the multichannel stimulation records. A realistic double boundary head model is constructed through CT scans and a two-step method devised to overcome the ill-posed nature of the forward problem of EEG caused by the low conductivity of the skull. As a result, visual evoked potentials can be effectively extracted from only two consecutive records and the dynamic information of visual evoked potential thus procured. The efficiency of the presented method has been verified by means of computer simulation and a clinical experiment.
Keywords
electroencephalography; medical signal processing; visual evoked potentials; 2-step method; EEG forward problem; EEG signal processing; clinical experiment; computer simulation; dipole localization; dynamic extraction; ill-posed problem; multichannel stimulation records; realistic double boundary head model; spatial analysis; visual evoked potentials; Brain modeling; Computed tomography; Computer simulation; Conductivity; Data mining; Electroencephalography; Information analysis; Magnetic heads; Signal processing; Skull; Computer Simulation; Electroencephalography; Evoked Potentials, Visual; Humans; Skull;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.398636
Filename
398636
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