4.7 Article

Multiple coherence resonance and synchronization transitions induced by autaptic delay in Newman-Watts neuron networks

Journal

APPLIED MATHEMATICAL MODELLING
Volume 40, Issue 15-16, Pages 7147-7155

Publisher

ELSEVIER SCIENCE INC
DOI: 10.1016/j.apm.2016.03.003

Keywords

Neuron; Autapse; Newman-Watts network; Multiple coherence resonance; Synchronization transitions

Funding

  1. Natural Science Foundation of Shandong Province of China [ZR2012AM013]

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In this paper, we study the effect of delayed autaptic self-feedback activity on the spiking temporal coherence and spatial synchronization of Newman-Watts networks of stochastic Hodgkin-Huxley neurons. As autaptic delay is varied, the spiking behaviors of the neurons intermittently become synchronous and non-synchronous, and meanwhile they are ordered and disordered, exhibiting both synchronization transitions (ST) and multiple coherence resonance (MCR). Moreover, the autaptic delays for CR and synchronization are close. When coupling strength or network randomness increases, or when channel noise intensity decreases, MCR is enhanced, but ST becomes strongest at optimal coupling strength, network randomness, or channel noise intensity. These results show that autaptic activity can induce both MCR and ST in the neuronal networks. This implies that autaptic activity can simultaneously enhance or reduce the temporal coherence and synchronization of the neuronal network. These findings could find potential implications for the information processing and transmission in neural systems. (C) 2016 Elsevier Inc. All rights reserved.

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