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Habituation in the KIII olfactory model with chemical sensor arrays

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2 Author(s)
Gutierrez-Osuna, R. ; Dept. of Comput. Sci., Texas A&M Univ., College Station, TX, USA ; Gutierrez-Galvez, A.

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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Neural Networks, IEEE Transactions on  (Volume:14 ,  Issue: 6 )