DocumentCode
347032
Title
Identification by BP neural networks for signal sources produced by auditory training
Author
Zhang, Q. ; Kinouchi, Y. ; Nagashino, H.
Author_Institution
Dept. of Electr. & Electron. Eng., Tokushima Univ., Japan
Volume
1
fYear
1999
fDate
1999
Abstract
Brain source localization is an important inverse problem for brain diagnosis and functional analysis. The usefulness of BPNN (back propagation neural networks) to solve this problem has been reported. A method is proposed here to identify the auditory source. Produced by training based on conventional 18 electrodes of a 10-20 system
Keywords
auditory evoked potentials; backpropagation; electroencephalography; inverse problems; medical signal processing; neural nets; 10-20 system; EEG analysis; auditory source identification; auditory training; backpropagation neural networks; brain diagnosis; brain source localization; functional analysis; Biological neural networks; Ear; Electrodes; Electroencephalography; Frequency; Inverse problems; Neural networks; Sampling methods; Signal processing; Surfaces;
fLanguage
English
Publisher
ieee
Conference_Titel
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location
Atlanta, GA
ISSN
1094-687X
Print_ISBN
0-7803-5674-8
Type
conf
DOI
10.1109/IEMBS.1999.802467
Filename
802467
Link To Document