Habituation in the KIII olfactory model with chemical sensor arrays. Academic Article

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.

authors

• Gutierrez-Osuna, Ricardo

published proceedings

• IEEE Trans Neural Netw

author list (cited authors)

• Gutierrez-Osuna, R., & Gutierrez-Galvez, A.

citation count

• 26

complete list of authors

• Gutierrez-Osuna, R||Gutierrez-Galvez, A

publication date

• November 2003

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

published in

• IEEE Transactions on Neural Networks and Learning Systems  Journal

keywords

• Chemical Sensors
• Coherent Oscillations
• Kiii Model
• Labeled Lines
• Olfactory Habituation

Digital Object Identifier (DOI)

• 10.1109/TNN.2003.820438

start page

• 1565

end page

• 1568

volume

• 14

issue

• 6

URL

• http://dx.doi.org/10.1109/tnn.2003.820438