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Virtual Electrode Recording Tool for EXtracellular potentials (VERTEX): comparing multi-electrode recordings from simulated and biological mammalian cortical tissue

机译:胞外电位虚拟电极记录工具(VERTEX):比较模拟和生物哺乳动物皮质组织的多电极记录

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摘要

Local field potentials (LFPs) sampled with extracellular electrodes are frequently used as a measure of population neuronal activity. However, relating such measurements to underlying neuronal behaviour and connectivity is non-trivial. To help study this link, we developed the Virtual Electrode Recording Tool for EXtracellular potentials (VERTEX). We first identified a reduced neuron model that retained the spatial and frequency filtering characteristics of extracellular potentials from neocortical neurons. We then developed VERTEX as an easy-to-use Matlab tool for simulating LFPs from large populations (>100,000 neurons). A VERTEX-based simulation successfully reproduced features of the LFPs from an in vitro multi-electrode array recording of macaque neocortical tissue. Our model, with virtual electrodes placed anywhere in 3D, allows direct comparisons with the in vitro recording setup. We envisage that VERTEX will stimulate experimentalists, clinicians, and computational neuroscientists to use models to understand the mechanisms underlying measured brain dynamics in health and disease.Electronic supplementary materialThe online version of this article (doi:10.1007/s00429-014-0793-x) contains supplementary material, which is available to authorized users.
机译:用细胞外电极采样的局部场电势(LFP)通常用作群体神经元活动的量度。然而,将这些测量结果与潜在的神经元行为和连通性联系起来并非易事。为了帮助研究此链接,我们开发了用于细胞外电位的虚拟电极记录工具(VERTEX)。我们首先确定了一个简化的神经元模型,该模型保留了新皮质神经元胞外电位的空间和频率过滤特性。然后,我们开发了VERTEX,将其作为易于使用的Matlab工具来模拟来自大量(> 100,000个神经元)的LFP。基于VERTEX的模拟成功地从猕猴新皮层组织的体外多电极阵列记录中复制了LFP的特征。我们的模型将虚拟电极放置在3D的任何位置,可以与体外记录设置进行直接比较。我们设想VERTEX将刺激实验人员,临床医生和计算神经科学家使用模型来理解健康和疾病中测得的脑动力学的潜在机制。电子补充材料本文的在线版本(doi:10.1007 / s00429-014-0793-x)包含补充材料,授权用户可以使用。

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