Synchronised firing patterns in a random network of adaptive exponential integrate-and-fire
Neurons and Cognition
2016-07-18 v1 Biological Physics
Abstract
We have studied neuronal synchronisation in a random network of adaptive exponential integrate-and-fire neurons. We study how spiking or bursting synchronous behaviour appears as a function of the coupling strength and the probability of connections, by constructing parameter spaces that identify these synchronous behaviours from measurements of the inter-spike interval and the calculation of the order parameter. Moreover, we verify the robustness of synchronisaton by applying an external perturbation to each neuron. The simulations show that bursting synchronisation is more robust than spike synchronisation.
Keywords
Cite
@article{arxiv.1607.04618,
title = {Synchronised firing patterns in a random network of adaptive exponential integrate-and-fire},
author = {Fernando da Silva Borges and Paulo Ricardo Protachevicz and Ewandson Luiz Lameu and Robson Conrado Bonetti and Kelly Cristiane Iarosz and Iberê Luiz Caldas and Murilo da Silva Baptista and Antonio Marcos Batista},
journal= {arXiv preprint arXiv:1607.04618},
year = {2016}
}