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Spikes Synchronization in Neural Networks with Synaptic Plasticity

2015/05/07 by Rafael R. Borges, Kelly C. Iarosz, Borges, Rafael R. +9
Physics and Astronomy · #Biological Physics (physics.bio-ph) #FOS: Physical sciences #physics.bio-ph

paper · pdf · doi:10.48550/arxiv.1505.01769

in Portuguese, Submitted to Revista Brasileira de Ensino de Física (RBEF)

arxiv created 2015/05/07 · arxiv updated 2015/05/08

Abstract

In this paper, we investigated the neural spikes synchronisation in a neural network with synaptic plasticity and external perturbation. In the simulations the neural dynamics is described by the Hodgkin Huxley model considering chemical synapses (excitatory) among neurons. According to neural spikes synchronisation is expected that a perturbation produce non synchronised regimes. However, in the literature there are works showing that the combination of synaptic plasticity and external perturbation may generate synchronised regime. This article describes the effect of the synaptic plasticity on the synchronisation, where we consider a perturbation with a uniform distribution. This study is relevant to researches of neural disorders control.

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