Spontaneous formation of synchronization clusters in homogenous neuronal ensembles induced by noise and interaction delays

Details Spontaneous formation of synchronization clusters in homogenous neuronal ensembles induced by noise and interaction delays Spontaneous formation of synchronization clusters in homogenous neuronal ensembles induced by noise and interaction delays

2012-01-30

arxiv.org/abs/1201.6199v1

Nonlinear Sciences

Adaptation and Self-Organizing Systems

4 pages 5 figures

Scientific paper

Spontaneous formation of clusters of synchronized spiking in a structureless ensemble of equal stochastically perturbed excitable neurons with delayed coupling is demonstrated for the first time. The effect is a consequence of a subtle interplay between interaction delays, noise and the excitable character of a single neuron. Dependence of the cluster properties on the time-lag, noise intensity and the synaptic strength is investigated.

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