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Spontaneous formation of synchronization clusters in homogenous neuronal ensembles induced by noise and interaction
Igor Franović1, Kristina Todorović, Nebojša Vasović
1Faculty of Physics, University of Belgrade, PO Box 44, 11001 Belgrade, Serbia.
Abstract:
The 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. The dependence of the cluster properties on the time lag, noise intensity, and the synaptic strength is investigated.
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