具有突触和间隙连接耦合的四元整合发射神经元环状网络的活动模式

Oleh E. Omel'chenko, Carlo R. Laing
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引用次数: 0

摘要

我们考虑了具有非局部突触和缝隙连接耦合的二次整合-发射神经元环状网络。相应的神经场模型支持驻波、行波和冲浪等解法。我们的研究表明,这些解中有许多满足自洽方程,可用于随参数变化而跟踪它们。我们对神经场模型进行了数值分岔分析,重点研究了间隙结耦合强度变化的影响。我们的方法一般适用于各种二次积分-发射神经元网络。
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Activity patterns in ring networks of quadratic integrate-and-fire neurons with synaptic and gap junction coupling
We consider a ring network of quadratic integrate-and-fire neurons with nonlocal synaptic and gap junction coupling. The corresponding neural field model supports solutions such as standing and travelling waves, and also lurching waves. We show that many of these solutions satisfy self-consistency equations which can be used to follow them as parameters are varied. We perform numerical bifurcation analysis of the neural field model, concentrating on the effects of varying gap junction coupling strength. Our methods are generally applicable to a wide variety of networks of quadratic integrate-and-fire neurons.
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