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首页> 外文期刊>Cognitive Neurodynamics >Dynamics of period-doubling bifurcation to chaos in the spontaneous neural firing patterns
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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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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 (p(2,2)) firstly, and then to chaos, at last to a periodicity, which can be period-5, period-4 (p(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 higherdimensional 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,我们提供了三种与分叉周期倍增级联相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(p(2,2)),然后混乱,最后达到一个周期性,可以是周期5,周期4(p(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。由ISI系列的第一个返回图和Chay模型的慢变量所显示的准间断特性引起的倍增分叉过程中出现的超大Feigenbaum常数表明,倍增周期内很难出现高维周期性行为分叉级联。结果不仅提供了倍频分岔成混沌和具有较高维UPO的混沌的实例,而且还揭示了倍频分岔级联成混沌的动力学特征。

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