DocumentCode
855066
Title
Habituation in the KIII olfactory model with chemical sensor arrays
Author
Gutierrez-Osuna, Ricardo ; Gutierrez-Galvez, Agustin
Author_Institution
Dept. of Comput. Sci., Texas A&M Univ., College Station, TX, USA
Volume
14
Issue
6
fYear
2003
Firstpage
1565
Lastpage
1568
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.
Keywords
chemical sensors; chemioception; neural nets; oscillations; physiological models; KIII olfactory model; chemical sensor arrays; coherent oscillation; experimental odor mixture; granule population; olfactory habituation process; pattern completion; stimuli; Biological system modeling; Brain modeling; Central nervous system; Chemical sensors; Computational modeling; Local activities; Neurons; Olfactory; Sensor arrays; Spatiotemporal phenomena;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/TNN.2003.820438
Filename
1257419
Link To Document