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Computational Study of Rhythm Propagation Induced by TMS Stimuli in Different Brain Regions

机译:TMS刺激在不同脑区引起的节律传播的计算研究

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摘要

Recent data [1] suggest that different regions in the brain may exhibit distinct rhythms when perturbed by Transcranial Magnetic Stimulation (TMS). Knowledge of these rhythms may be of value to understand how the brain realizes its functions and to assess brain connectivity. In this work we implemented a neural mass model [2] of three interconnected cortical regions (Brodmann Area (BA) 19 (occipital lobe), BA 7 (parietal lobe) and BA 6 (frontal lobe)) to fit the impulse responses in three ROIs during an experiment of TMS stimulation on a single subject. First, the natural rhythm of each region was mimicked acting on the local parameters, which reproduce the number of synaptic contacts among neural populations. Then, rhythm propagation from one region to another was simulated (at three different intensities of TMS stimulation) acting on infra-region connectivity parameters. Results show that the model can reproduce the natural rhythms of the three regions, and most rhythm changes induced by stimulation of another region, by using quite a simple connectivity pattern. This pattern is scarcely affected by the stimulus intensity.
机译:最新数据[1]表明,经颅磁刺激(TMS)干扰时,大脑中的不同区域可能表现出不同的节律。了解这些节律可能对理解大脑如何实现其功能并评估大脑的连通性具有重要的价值。在这项工作中,我们实现了三个互连皮层区域(Brodmann Area(BA)19(枕叶),BA 7(顶叶)和BA 6(额叶))的神经质量模型[2],以适应三个区域中的脉冲响应在单个对象上进行TMS刺激实验期间的ROI。首先,模仿每个区域的自然节奏,作用于局部参数,该参数重现神经种群中突触接触的数量。然后,模拟了从一个区域到另一个区域的节奏传播(在TMS刺激的三种不同强度下),作用于区域下的连接参数。结果表明,该模型可以通过使用非常简单的连接模式来重现三个区域的自然节律,以及由刺激另一个区域引起的大多数节律变化。这种模式几乎不受刺激强度的影响。

著录项

  • 来源
    《Computational intelligence 》|2010年|p.389-403|共15页
  • 会议地点 Valencia(ES);Valencia(ES)
  • 作者单位

    Department of Electronics, Computer Science and Systems, University of Bologna Via Venezia 52, 47521 Cesena, Italy;

    Department of Electronics, Computer Science and Systems, University of Bologna Via Venezia 52, 47521 Cesena, Italy;

    Department of Clinical Science, 'Luigi Sacco', University of Milan Via Grossi 74, 20157 Milan, Italy;

    Department of Clinical Science, 'Luigi Sacco', University of Milan Via Grossi 74, 20157 Milan, Italy;

    Department of Electronics, Computer Science and Systems, University of Bologna Via Venezia 52, 47521 Cesena, Italy;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论 ;
  • 关键词

    transcranial magnetic stimulation; neural mass models; cortical rhythms;

    机译:经颅磁刺激;神经质量模型;皮质节律;

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