用听觉诱发电位估计部分定向相干性和信息流方向

M. E. Çek, F. A. Savaci, Murat Ozgiren
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引用次数: 0

摘要

本文采用多变量自回归模型分析了大脑不同位置之间存在的信息流,其中从多个电极测量了听觉诱发电位。通过在0和1范围内计算部分有向相干性(PDC)和有向传递函数(DTF)来估计信息流。对刺激后的时间间隔进行分析,发现两种方法都说明了信息流发生的频率定位,并且可以用给定的方法进行估计。这些方法的频率分辨率取决于采样率和模型阶数。确定给定的方法是相互匹配的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of partial directed coherence and direction of information flow with auditory evoked potentials
In this paper, existence of information flow between different locations of the brain have been analyzed by multivariate auto-regressive modelling where the auditory evoked potentials were measured from several electrodes. The estimation of the information flow was performed by evaluating the partial directed coherence (PDC) and the directed transfer function (DTF) which are function of frequency within the values 0 and 1. When the post-stimulus time interval was analyzed it was observed that both of the methods illustrates the frequency localization where the information flow occurs and the estimation could be performed by given methods. The frequency resolution of the methods depends on the sampling rate and model order. It was determined that the given methods are matched with each other.
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