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相位响应曲线形状和突触驱动力对耦合神经元振荡器同步的影响。

Effect of Phase Response Curve Shape and Synaptic Driving Force on Synchronization of Coupled Neuronal Oscillators.

作者信息

Dodla Ramana, Wilson Charles J

机构信息

Department of Biology, University of Texas at San Antonio, San Antonio, TX 78249, U.S.A.

出版信息

Neural Comput. 2017 Jul;29(7):1769-1814. doi: 10.1162/NECO_a_00978. Epub 2017 May 31.

Abstract

The role of the phase response curve (PRC) shape on the synchrony of synaptically coupled oscillating neurons is examined. If the PRC is independent of the phase, because of the synaptic form of the coupling, synchrony is found to be stable for both excitatory and inhibitory coupling at all rates, whereas the antisynchrony becomes stable at low rates. A faster synaptic rise helps extend the stability of antisynchrony to higher rates. If the PRC is not constant but has a profile like that of a leaky integrate-and-fire model, then, in contrast to the earlier reports that did not include the voltage effects, mutual excitation could lead to stable synchrony provided the synaptic reversal potential is below the voltage level the neuron would have reached in the absence of the interaction and threshold reset. This level is controlled by the applied current and the leakage parameters. Such synchrony is contingent on significant phase response (that would result, for example, by a sharp PRC jump) occurring during the synaptic rising phase. The rising phase, however, does not contribute significantly if it occurs before the voltage spike reaches its peak. Then a stable near-synchronous state can still exist between type 1 PRC neurons if the PRC shows a left skewness in its shape. These results are examined comprehensively using perfect integrate-and-fire, leaky integrate-and-fire, and skewed PRC shapes under the assumption of the weakly coupled oscillator theory applied to synaptically coupled neuron models.

摘要

研究了相位响应曲线(PRC)形状对突触耦合振荡神经元同步性的作用。由于耦合的突触形式,如果PRC与相位无关,那么在所有频率下,兴奋性和抑制性耦合的同步性都是稳定的,而反同步性在低频时变得稳定。更快的突触上升有助于将反同步性的稳定性扩展到更高频率。如果PRC不是恒定的,而是具有类似于漏电积分发放模型的形状,那么与早期未考虑电压效应的报告相反,只要突触反转电位低于神经元在没有相互作用和阈值重置时所达到的电压水平,相互激发就可能导致稳定的同步性。这个水平由施加的电流和漏电参数控制。这种同步性取决于在突触上升阶段发生显著的相位响应(例如,由PRC的急剧跳跃导致)。然而,如果上升阶段发生在电压尖峰达到峰值之前,则其贡献不大。如果PRC在形状上呈现左偏态,那么1型PRC神经元之间仍可存在稳定的近同步状态。在应用于突触耦合神经元模型的弱耦合振荡器理论假设下,使用完美积分发放、漏电积分发放和偏态PRC形状对这些结果进行了全面研究。

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