Gutiérrez Esther D, Cabrera Juan Luis
Laboratorio de Dinámica Estocástica, Centro de Física, Instituto Venezolano de Investigaciones Científicas. Caracas 1020-A, Venezuela.
Sci Rep. 2015 Dec 9;5:18009. doi: 10.1038/srep18009.
The movement of many animals may follow Lévy patterns. The underlying generating neuronal dynamics of such a behavior is unknown. In this paper we show that a novel discovery of multifractality in winnerless competition (WLC) systems reveals a potential encoding mechanism that is translatable into two dimensional superdiffusive Lévy movements. The validity of our approach is tested on a conductance based neuronal model showing WLC and through the extraction of Lévy flights inducing fractals from recordings of rat hippocampus during open field foraging. Further insights are gained analyzing mice motor cortex neurons and non motor cell signals. The proposed mechanism provides a plausible explanation for the neuro-dynamical fundamentals of spatial searching patterns observed in animals (including humans) and illustrates an until now unknown way to encode information in neuronal temporal series.
许多动物的运动可能遵循 Lévy 模式。这种行为背后产生的神经元动力学尚不清楚。在本文中,我们表明在无胜者竞争(WLC)系统中对多重分形的一项新发现揭示了一种潜在的编码机制,该机制可转化为二维超扩散 Lévy 运动。我们的方法在一个基于电导的显示 WLC 的神经元模型上进行了测试,并通过从大鼠在旷场觅食期间海马体记录中提取诱导分形的 Lévy 飞行进行了验证。通过分析小鼠运动皮层神经元和非运动细胞信号获得了进一步的见解。所提出的机制为在动物(包括人类)中观察到的空间搜索模式的神经动力学基础提供了一个合理的解释,并阐明了一种迄今为止未知的在神经元时间序列中编码信息的方式。