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由基于逻辑斯谛方程的简单混沌模型生成的类脑电信号。

EEG-like signals generated by a simple chaotic model based on the logistic equation.

作者信息

Perea G, Márquez-Gamiño S, Rodríguez S, Moreno G

机构信息

Instituto de Física e Instituto de Investigación Sobre el Trabajo, Universidad de Guanajuato, León, Gto 37150, Mexico.

出版信息

J Neural Eng. 2006 Sep;3(3):245-9. doi: 10.1088/1741-2560/3/3/007. Epub 2006 Aug 18.

Abstract

We introduce a simple model to produce EEG-like signals. The model is based on the assumption that the number of active nerve cells that generate an electric field, at a given time, is essentially chaotic. In accordance, we use the logistic equation together with a spike-like function to simulate the neuronal activity processes. With this model, we are able to generate EEG-like patterns, with quite a short time of calculation. Real pre-recorded neuronal and simulated signals, as well as their power spectra, are compared in terms of the main conventional EEG frequency peaks.

摘要

我们引入了一个简单的模型来生成类似脑电图的信号。该模型基于这样一种假设:在给定时间产生电场的活跃神经细胞数量本质上是混沌的。相应地,我们使用逻辑斯谛方程以及一个类似尖峰的函数来模拟神经元活动过程。借助这个模型,我们能够在相当短的计算时间内生成类似脑电图的模式。我们根据主要的传统脑电图频率峰值,对真实的预先记录的神经元信号和模拟信号及其功率谱进行了比较。

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