arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1504.07565nlin.CDphysics.comp-ph
收藏

两个耦合FitzHugh-Nagumo振子的数值分岔分析

Numerical bifurcation analysis of two coupled FitzHugh-Nagumo oscillators

Anderson Hoff, Juliana V. dos Santos, Cesar Manchein, Holokx A. Albuquerque

摘要:

神经元的行为可以通过FitzHugh-Nagumo振荡器模型来建模,该模型由两个非线性微分方程组成,其模拟神经冲动通过神经元膜的传导行为。在这项工作中,我们数值研究了两个耦合FitzHugh-Nagumo振子的动力学行为。我们考虑单向和双向耦合,李雅普诺夫和等周期图的构造计算的李雅普诺夫指数和一个变量的局部最大值的数量在一个周期间隔的时间序列,分别。通过数值延拓方法,得到了两种耦合的分岔曲线。这里研究的网络的动力学的振荡器的耦合强度和系统的其他参数之间的变化。对于两个单向耦合振子的网络,结果表明,在Stern-Brocot树的一个分支中存在Arnold舌,这些Arnold舌是顺序自组织的,并且通过分叉曲线,可以明显地看出这些Arnold舌与李雅普诺夫图中的其他周期结构之间的联系。该系统也呈现出多稳定性,显示在平面上的盆地的吸引力。

英文摘要:

The behavior of neurons can be modeled by the FitzHugh-Nagumo oscillator model, consisting of two nonlinear differential equations, which simulates the behavior of nerve impulse conduction through the neuronal membrane. In this work, we numerically study the dynamical behavior of two coupled FitzHugh-Nagumo oscillators. We consider unidirectional and bidirectional couplings, for which Lyapunov and isoperiodic diagrams were constructed calculating the Lyapunov exponents and the number of the local maxima of a variable in one period interval of the time-series, respectively. By numerical continuation method the bifurcation curves are also obtained for both couplings. The dynamics of the networks here investigated are presented in terms of the variation between the coupling strength of the oscillators and other parameters of the system. For the network of two oscillators unidirectionally coupled, the results show the existence of Arnold tongues, self-organized sequentially in a branch of a Stern-Brocot tree and by the bifurcation curves it became evident the connection between these Arnold tongues with other periodic structures in Lyapunov diagrams. That system also present multistability shown in the planes of the basin of attractions.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑