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Dynamics of period-doubling bifurcation to chaos in the spontaneous neural firing patterns

机译:自发神经激发模式中倍频分岔到混沌的动力学

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摘要

Period-doubling bifurcation to chaos were discovered in spontaneous firings of Onchidium pacemaker neurons. In this paper, we provide three cases of bifurcation processes related to period-doubling bifurcation cascades to chaos observed in the spontaneous firing patterns recorded from an injured site of rat sciatic nerve as a pacemaker. Period-doubling bifurcation cascades to period-4 (π(2,2)) firstly, and then to chaos, at last to a periodicity, which can be period-5, period-4 (π(4)) and period-3, respectively, in different pacemakers. The three bifurcation processes are labeled as case I, II and III, respectively, manifesting procedures different to those of period-adding bifurcation. Higher-dimensional unstable periodic orbits (UPOs) can be detected in the chaos, built close relationships to the periodic firing patterns. Case III bifurcation process is similar to that discovered in the Onchidium pacemaker neurons and simulated in theoretical model-Chay model. The extra-large Feigenbaum constant manifesting in the period-doubling bifurcation process, induced by quasi-discontinuous characteristics exhibited in the first return maps of both ISI series and slow variable of Chay model, shows that higher-dimensional periodic behaviors appeared difficult within the period-doubling bifurcation cascades. The results not only provide examples of period-doubling bifurcation to chaos and chaos with higher-dimensional UPOs, but also reveal the dynamical features of the period-doubling bifurcation cascades to chaos.
机译:在Onchidium起搏器神经元的自发放电中发现了倍增的分叉到混乱。在本文中,我们提供了三个与分叉周期倍增级联有关的分叉过程的案例,这些分叉级联是从大鼠坐骨神经作为起搏器的受伤部位记录的自发放电模式中观察到的混沌。分倍周期的分叉首先级联到周期4(π(2,2)),然后混乱,最后达到一个周期性,可以是周期5,周期4(π(4))和周期3分别在不同的起搏器中。这三个分叉过程分别标记为情况I,II和III,这表明程序不同于加周期分叉程序。可以在混沌中检测到高维不稳定周期轨道(UPO),并建立与周期发射模式的紧密关系。情况III的分叉过程类似于在Onchidium起搏器神经元中发现并在理论模型-Chay模型中模拟的过程。 ISI系列的第一返回图和Chay模型的慢变量在准不连续特性的诱导下,在周期加倍的分叉过程中出现的超大Feigenbaum常数表明,在该周期内,高维周期性行为显得困难分叉级联加倍。结果不仅提供了倍频分岔到混沌和具有较高维UPO的混沌的实例,而且揭示了倍频分叉级联到混沌的动力学特征。

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