刺状树突中分数动力学的出现

S. Vitali, F. Mainardi, G. Castellani
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引用次数: 3

摘要

文献中提出了索方程的分数扩展来描述刺状树突的跨膜电位。在文献中,通过实验、计算机模拟和梳状模型,将异常行为与系统的几何特性,特别是棘的密度联系起来。相同的偏微分方程可以与多个导致异常扩散行为的随机过程有关。时间-分数扩散方程可以与具有幂律等待时间概率的连续时间随机漫步(CTRW)联系起来,也可以与由ggBm描述的Erdely-Kober分数扩散的特殊情况联系起来。在这项工作中,我们证明了通过考虑马尔可夫过程的叠加和随机变量的ggBm-like构造,在CTRW中自然产生了电缆方程的时间分数泛化。
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Emergence of Fractional Kinetics in Spiny Dendrites
Fractional extensions of the cable equation have been proposed in the literature to describe transmembrane potential in spiny dendrites. The anomalous behavior has been related in the literature to the geometrical properties of the system, in particular, the density of spines, by experiments, computer simulations, and in comb-like models. The same PDE can be related to more than one stochastic process leading to anomalous diffusion behavior. The time-fractional diffusion equation can be associated to a continuous time random walk (CTRW) with power-law waiting time probability or to a special case of the Erdely-Kober fractional diffusion, described by the ggBm. In this work, we show that time fractional generalization of the cable equation arises naturally in the CTRW by considering a superposition of Markovian processes and in a ggBm-like construction of the random variable.
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