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Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength

机译:具有时变耦合强度的神经元群体的相位响应同步

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摘要

We present the dynamic model of global coupled neuronal population subject to external stimulus by the use of phase sensitivity function. We investigate the effect of time-varying coupling strength on the synchronized phase response of neural population subjected to external harmonic stimulus. For a time-periodic coupling strength, we found that the stimulus with increasing intensity or frequency can reinforce the phase response synchronization in neuronal population of the weakly coupled neural oscillators, and the neuronal population with stronger coupling strength has good adaptability to stimulus. When we consider the dynamics of coupling strength, we found that a strong stimulus can quickly cause the synchronization in the neuronal population, the degree of synchronization grows with the increasing stimulus intensity, and the period of synchronized oscillation induced by external stimulation is related to stimulus frequency.
机译:我们通过使用阶段敏感性函数,提出受外部刺激的全球耦合神经元种群的动力学模型。我们研究时变耦合强度对受到外部谐波刺激的神经群体同步相位响应的影响。对于时间周期耦合强度,我们发现强度或频率增加的刺激可以增强弱耦合神经振荡器的神经元群体的相位响应同步,而耦合强度较强的神经元群体对刺激具有良好的适应性。当我们考虑耦合强度的动态变化时,我们发现强大的刺激可以迅速引起神经元群体的同步,同步程度随着刺激强度的增加而增长,并且外部刺激引起的同步振荡的周期与刺激有关频率。

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