DocumentCode
1740677
Title
Robust classification of multichannel match and mismatch evoked potentials
Author
Gupta, Lalit ; Phegley, James W. ; Molfese, Dennis L.
Author_Institution
Dept. of Electr. Eng., Southern Illinois Univ., Carbondale, IL, USA
Volume
2
fYear
2000
fDate
2000
Firstpage
1302
Abstract
A methodology which included response normalization, dimensionality reduction, and the application of a fusion rule was developed to robustly classify multichannel match and mismatch evoked potentials. Results showing the improvement in classification using ss-normalization and the majority fusion rule are presented
Keywords
bioelectric potentials; electroencephalography; maximum likelihood estimation; medical signal processing; pattern classification; principal component analysis; sensor fusion; signal classification; PCA; dimensionality reduction; feature selection; likelihood ratio; majority fusion rule; match evoked potentials; mismatch evoked potentials; multichannel evoked potentials; regression model; response normalization; robust classification; ss-normalization; Brain computer interfaces; Cognition; Electrodes; Humans; Least squares methods; Monitoring; Psychology; Robustness; Scalp; Scattering;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1094-687X
Print_ISBN
0-7803-6465-1
Type
conf
DOI
10.1109/IEMBS.2000.897977
Filename
897977
Link To Document