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
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;
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
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.802467
