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Habituation in the KIII olfactory model with chemical sensor arrays
R Gutierrez-Osuna1, A Gutierrez-Galvez
1Dept. of Comput. Sci., Texas AandM Univ., College Station, TX, USA.
IEEE Transactions on Neural Networks
|February 5, 2008
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 by partitioning feature space with labeled lines. Pattern completion is demonstrated through coherent oscillations across granule populations using experimental odor mixtures.
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