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Cognitive Neurodynamics
Erschienen in: Cognitive Neurodynamics 1/2008

01.03.2008 | Research Article

Dispersion and time delay effects in synchronized spike–burst networks

verfasst von: Viktor K. Jirsa

Erschienen in: Cognitive Neurodynamics | Ausgabe 1/2008

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Abstract

We study spike–burst neural activity and investigate its transitions to synchronized states under electrical coupling. Our reported results include the following: (1) Synchronization of spike–burst activity is a multi-time scale phenomenon and burst synchrony is easier to achieve than spike synchrony. (2) Synchrony of networks with time-delayed connections can be achieved at lower coupling strengths than within the same network with instantaneous couplings. (3) The introduction of parameter dispersion into the network destroys the existence of synchrony in the strict sense, but the network dynamics in major regimes of the parameter space can still be effectively captured by a mean field approach if the couplings are excitatory. Our results on synchronization of spiking networks are general of nature and will aid in the development of minimal models of neuronal populations. The latter are the building blocks of large scale brain networks relevant for cognitive processing.
Vorheriger Artikel The Cauchy problem for one-dimensional spiking neuron models
Nächster Artikel Novel tracking function of moving target using chaotic dynamics in a recurrent neural network model

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Metadaten
Titel
Dispersion and time delay effects in synchronized spike–burst networks
verfasst von
Viktor K. Jirsa
Publikationsdatum
01.03.2008
Verlag
Springer Netherlands
Erschienen in
Cognitive Neurodynamics / Ausgabe 1/2008
Print ISSN: 1871-4080
Elektronische ISSN: 1871-4099
DOI
https://doi.org/10.1007/s11571-007-9030-0

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