通过线性约束最小方差空间滤波定位脑内电活动源

B. Veen, J. Joseph, K. Hecox
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引用次数: 29

摘要

头皮电场电位的测量被用来定位大脑内电活动的来源。神经元源被建模为电流偶极子。介质(大脑,颅骨头皮)是线性的,因此头皮上的电位是许多活跃神经元电位的叠加。这些特性被用来建立神经活动与头皮电位空间分布的数学模型。线性约束最小方差空间滤波器基于该模型来估计功率作为大脑内位置的函数。仿真结果表明,这种方法对于定位未知数量的信号源是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Localization of intra-cerebral sources of electrical activity via linearly constrained minimum variance spatial filtering
Measurements of electrical field potentials at the scalp are used to localize sources of electrical activity within the brain. Neuronal sources are modeled as current dipoles. The medum (brain, skull scalp) is linear so that the potential at the scalp is the superposition of the potentials from many active neurons. These properties are used to develop a mathematical model relating neural activity to the spatial distribution of the scalp potential. Linearly constrained minimum variance spatial filters are based on this model to estimate power as a function of position within the brain. Simulations illustrate the effectiveness of this approach for localizing an unknown number of sources.<>
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