Published 1989 | Version Published
Book Section - Chapter Open

Modeling the Olfactory Bulb - Coupled Nonlinear Oscillators

Abstract

The olfactory bulb of mammals aids in the discrimination of odors. A mathematical model based on the bulbar anatomy and electrophysiology is described. Simulations produce a 35-60 Hz modulated activity coherent across the bulb, mimicing the observed field potentials. The decision states (for the odor information) here can be thought of as stable cycles, rather than point stable states typical of simpler neuro-computing models. Analysis and simulations show that a group of coupled non-linear oscillators are responsible for the oscillatory activities determined by the odor input, and that the bulb, with appropriate inputs from higher centers, can enhance or suppress the sensitivity to partiCUlar odors. The model provides a framework in which to understand the transform between odor input and the bulbar output to olfactory cortex.

Additional Information

© 1989 Morgan Kaufmann. This research was supported by ONR contract N00014-87-K-0377. We would also like to acknowledge discussions with J.A. Bower.

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Identifiers

Eprint ID
63468
Resolver ID
CaltechAUTHORS:20160107-155252582

Funding

Office of Naval Research (ONR)
N00014-87-K-0377

Dates

Created
2016-01-14
Created from EPrint's datestamp field
Updated
2019-10-03
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Caltech Custom Metadata

Series Name
Advances in Neural Information Processing Systems
Series Volume or Issue Number
1