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The spike timing precision of FitzHugh--Nagumo neuron network coupled by gap junctions
Authors:Zhang Su-Hu  Zhan Yong  Yu Hui  An Hai-Long and Zhao Tong-Jun
Institution:School of Sciences, Hebei University of Technology, Tianjin 300130, China
Abstract:It has been proved recently that the spike timing can play an important role in information transmission, so in this paper we develop a network with N-unit FitzHugh--Nagumo neurons coupled by gap junctions and discuss the dependence of the spike timing precision on synaptic coupling strength, the noise intensity and the size of the neuron ensemble. The calculated results show that the spike timing precision decreases as the noise intensity increases; and the ensemble spike timing precision increases with coupling strength increasing. The electric synapse coupling has a more important effect on the spike timing precision than the chemical synapse coupling.
Keywords:spike timing precision  gap junction  FitzHugh--Nagumo model
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