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ANALYSIS OF AN AUTONOMOUS PHASE MODEL FOR NEURONAL PARABOLIC BURSTING

机译:神经抛物线爆发的自动相位模型分析

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摘要

An understanding of the nonlinear dynamics of bursting is fundamental in unraveling structure-function relations in nerve and secretory tissue. Bursting is characterized by alternations between phases of rapid spiking and slowly varying potential. A simple phase model is developed to study endogenous parabolic bursting, a class of burst activity observed experimentally in excitable membrane. The phase model is motivated by Rinzel and Lee's dissection of a model for neuronal parabolic bursting (J. Math. Biol. 25, 653-675 (1987)). Rapid spiking is represented canonically by a one-variable phase equation that is coupled bi-directionally to a two-variable slow system, The model is analyzed in the slow-variable phase plane? using quasi steady-state assumptions and formal averaging, We derive a reduced system to explore where the full model exhibits bursting, steady-states, continuous and modulated spiking. The relative speed of activation and inactivation of the slow variables strongly influences the burst pattern as well as other dynamics. We find conditions of the bistability of solutions between continuous spiking and bursting. Although the phase model is simple, we demonstrate that it captures many dynamical features of more complex biophysical models. [References: 33]
机译:了解爆裂的非线性动力学是揭示神经和分泌组织的结构-功能关系的基础。爆发的特征是快速突峰阶段和缓慢变化的阶段之间交替。开发了一个简单的相模型来研究内源性抛物线爆发,这是在可激发膜中实验观察到的一类爆发活动。相位模型是由Rinzel和Lee对神经元抛物线爆发模型的解剖所激发的(J. Math。Biol。25,653-675(1987))。快速尖峰通常由双向耦合到二变量慢系统的一变量相位方程表示,该模型在慢变量相位平面中分析吗?使用准稳态假设和形式平均,我们得到了一个简化的系统,以探索完整模型在哪里表现出爆发,稳态,连续和调制尖峰。慢变量的激活和灭活的相对速度强烈影响突发模式以及其他动态。我们发现了连续尖峰和爆裂之间的双稳态解的条件。尽管相模型很简单,但我们证明了它捕获了更复杂的生物物理模型的许多动力学特征。 [参考:33]

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