DocumentCode :
1574504
Title :
Single-Trial Analysis of the Auditory N100 Component
Author :
Zouridakis, George ; Iyer, Darshan
Author_Institution :
Dept. of Comput. Sci., Houston Univ., TX
fYear :
2005
fDate :
6/27/1905 12:00:00 AM
Firstpage :
4492
Lastpage :
4495
Abstract :
We have recently developed an iterative procedure based on independent component analysis to estimate single trial evoked potentials and used the procedure to analyze data obtained from normal subjects in response to a pure tone, with a whole-head 256-channel recording system. Our results show that new methodology can effectively remove most well-defined artifacts and background activity, and also provide improved estimates of specific components of the evoked potential. With respect to the N100 component, the processed single trials could be separated into two groups, one with trials having the same phase as the average response and another one with trials having the opposite phase, while the number of trials in each group had a very consistent spatial distribution across all subjects. Finally, the sources of the N100 component were primarily due to in-phase responses, while the out-of-phase responses had an antagonistic effect
Keywords :
auditory evoked potentials; independent component analysis; iterative methods; medical signal processing; artifact removal; auditory N100 component; background activity; independent component analysis; iterative procedure; single trial evoked potentials; single-trial analysis; Biology computing; Biomedical imaging; Blind source separation; Brain; Computer science; Image analysis; Independent component analysis; Iterative algorithms; Iterative methods; Testing; Component phase; Evoked potentials; Independent component analysis; Source localization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
Type :
conf
DOI :
10.1109/IEMBS.2005.1615465
Filename :
1615465
Link To Document :
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