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大脑动力学的神经物理建模

Neurophysical modeling of brain dynamics.

作者信息

Robinson P A, Rennie C J, Rowe D L, O'Connor S C, Wright J J, Gordon E, Whitehouse R W

机构信息

School of Physics, University of Sydney, NSW 2006, Australia.

出版信息

Neuropsychopharmacology. 2003 Jul;28 Suppl 1:S74-9. doi: 10.1038/sj.npp.1300143.

Abstract

A recent neurophysical model of brain electrical activity is outlined and applied to EEG phenomena. It incorporates single-neuron physiology and the large-scale anatomy of corticocortical and corticothalamic pathways, including synaptic strengths, dendritic propagation, nonlinear firing responses, and axonal conduction. Small perturbations from steady states account for observed EEGs as functions of arousal. Evoked response potentials (ERPs), correlation, and coherence functions are also reproduced. Feedback via thalamic nuclei is critical in determining the forms of these quantities, the transition between sleep and waking, and stability against seizures. Many disorders correspond to significant changes in EEGs, which can potentially be quantified in terms of the underlying physiology using this theory. In the nonlinear regime, limit cycles are often seen, including a regime in which they have the characteristic petit mal 3 Hz spike-and-wave form.

摘要

概述了一种最新的脑电活动神经物理模型,并将其应用于脑电图现象。该模型纳入了单神经元生理学以及皮质-皮质和皮质-丘脑通路的大规模解剖结构,包括突触强度、树突传播、非线性放电反应和轴突传导。稳态的微小扰动解释了作为觉醒函数的观察到的脑电图。诱发电位(ERP)、相关性和相干函数也得以重现。通过丘脑核的反馈对于确定这些量的形式、睡眠与觉醒之间的转变以及抗癫痫稳定性至关重要。许多疾病对应于脑电图的显著变化,利用该理论有可能根据潜在的生理学对这些变化进行量化。在非线性状态下,经常会出现极限环,包括一种具有典型小发作3赫兹棘慢波形式的状态。

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