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The perception of postural instability as revealed by Morlet wavelet transform in EEG

机译:脑电中Morlet小波变换揭示的姿势不稳感

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Our principal finding from this study is that there are changes at the level of brain electrical activity (EEG), in the time-frequency domain, during states of perceptual detection of postural instability of the virtual person. The Morlet wavelet transform was applied to examine the phase-locking transition within the 10-40 Hz frequency range as a function of change in the focused attention during perceptual tasks aimed to detect non-stable postural dynamics. It was found that the high energy 40 Hz time-frequency cluster at the fronto-central area was preceded by 20 Hz signal activity and followed by a 30 Hz signal cluster when subjects detect non-stable postures. This fortifies the use of time-frequency analysis as an invaluable tool for the detection, estimation and tracking of event-related EEG frequency distributions.
机译:我们从这项研究中得出的主要发现是,在感知检测虚拟人的姿势不稳的状态下,时频域中脑电活动(EEG)的水平发生了变化。应用Morlet小波变换来检查在10-40 Hz频率范围内的锁相转换,这是在旨在检测不稳定姿势动态的感知任务期间,注意力集中变化的函数。发现当受试者检测到不稳定的姿势时,额中中心区域的高能量40 Hz时频簇先出现20 Hz信号活动,然后出现30 Hz信号簇。这加强了使用时频分析作为检测,估计和跟踪与事件相关的脑电图频率分布的宝贵工具。

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