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Habituation in the KIII olfactory model with chemical sensor arrays

Authors :
Gutierrez-Osuna, Ricardo
Gutierrez-Galvez, Agustin
Source :
IEEE Transactions on Neural Networks. Nov, 2003, Vol. 14 Issue 6, p1565, 4 p.
Publication Year :
2003

Abstract

This paper presents a novel combination of chemical Sensors and the KIII model for simulating mixture perception with a Habituation process triggered by local activity. Stimuli are generated dy partitioning feature space with labeled lines. Pattern completion is demonstrated through coherent oscillations across granule populations using experimental odor mixtures. Index Terms--Chemical sensors, coherent oscillations, KIII model, labeled lines, olfactory habituation.

Details

Language :
English
ISSN :
10459227
Volume :
14
Issue :
6
Database :
Gale General OneFile
Journal :
IEEE Transactions on Neural Networks
Publication Type :
Academic Journal
Accession number :
edsgcl.113564046