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Mapping and Tracking the Flow of Brain Activations using MEG/EEG: Hypothesis and Methods

机译:使用MEG / EEG映射和跟踪大脑激活的流程:假设和方法

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摘要

We introduce a mathematical tool for the exploration of spatiotemporal dynamics of brain activations as revealed by time-resolved brain mapping techniques. In that respect, Magneto (MEG) and Electroencephalography (EEG)source imaging has been considerably maturing in terms of leading access to the dynamics of brain activity. Here we suggest that the local analysis in space and time of the resulting source measures might be performed through the computation of a cortical displacement field within the optical flow framework.The theoretical principles of the method are briefly introducedand are subsequently illustrated by simulations. Finally, this technique was applied on brain image sequences from a ball-catching paradigm, in which significant structures of the resulting optical flow during the early brain response that accompanied the fall of the ball could be revealed.
机译:我们介绍了一种数学工具,用于探索由时间分辨的脑图绘制技术揭示的脑部激活的时空动态。在这方面,就引导人们获得大脑活动的动态而言,磁(MEG)和脑电图(EEG)源成像已经相当成熟。在这里,我们建议通过计算光流框架内的皮质位移场来对所得到的源措施进行时空局部分析。简要介绍了该方法的理论原理,随后通过仿真进行了说明。最终,这项技术被应用于捕捉球范式的大脑图像序列,其中可以揭示伴随球掉落的早期大脑反应过程中产生的光流的重要结构。

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