On-off intermittency in small neural networks with time-dependent synapticnoise

Citation
A. Krawiecki et Ra. Kosinski, On-off intermittency in small neural networks with time-dependent synapticnoise, INT J B CH, 9(1), 1999, pp. 97-105
Citations number
21
Categorie Soggetti
Multidisciplinary
Journal title
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS
ISSN journal
02181274 → ACNP
Volume
9
Issue
1
Year of publication
1999
Pages
97 - 105
Database
ISI
SICI code
0218-1274(199901)9:1<97:OIISNN>2.0.ZU;2-4
Abstract
Numerical evidence is presented for the occurence of on-off intermittency a nd attractor bubbling in the time series of synaptic potentials of analog n eurons with time-dependent synaptic noise. The cases of continuous noise wi th uniform distribution of values and (physiologically motivated) quantal n oise with binomial distribution are considered. The results were obtained f or a single neuron with synaptic self-connection and a network of two neuro ns with various weights of synaptic connections. In the latter case coexist ence of a neuron showing on-off intermittency with another one, showing att ractor bubbling, is possible.