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Chaos. 2011 Jun;21(2):025117. doi: 10.1063/1.3600760.

Effects of network topology, transmission delays, and refractoriness on the response of coupled excitable systems to a stochastic stimulus.

Author information

1
Department of Applied Mathematics, University of Colorado, Boulder, Colorado 80309, USA. daniel.larremore@colorado.edu

Abstract

We study the effects of network topology on the response of networks of coupled discrete excitable systems to an external stochastic stimulus. We extend recent results that characterize the response in terms of spectral properties of the adjacency matrix by allowing distributions in the transmission delays and in the number of refractory states and by developing a nonperturbative approximation to the steady state network response. We confirm our theoretical results with numerical simulations. We find that the steady state response amplitude is inversely proportional to the duration of refractoriness, which reduces the maximum attainable dynamic range. We also find that transmission delays alter the time required to reach steady state. Importantly, neither delays nor refractoriness impact the general prediction that criticality and maximum dynamic range occur when the largest eigenvalue of the adjacency matrix is unity.

PMID:
21721795
PMCID:
PMC3183795
DOI:
10.1063/1.3600760
[Indexed for MEDLINE]
Free PMC Article

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