对暴露于闪烁的光刺激时人类神经磁反应的自相似性质的研究

V. Yunusov, S. Demin, I. Rusanova, N. Demina
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引用次数: 0

摘要

在这项工作中,我们研究了健康受试者和光敏性癫痫患者对不同颜色组合(红蓝、红绿、蓝绿)闪烁光刺激的神经磁反应的自相似特性。采用改进的Higuchi方法计算人脑皮层不同区域的分形指数。确定了光敏性癫痫中时空缩放表现最大的区域。此外,健康受试者暴露于闪烁光刺激后,其脑磁图的分形结构发生了变化。在未来,使用机器学习方法来识别获得的数值指标的地形图图像将有助于寻找神经系统疾病和精神障碍(各种形式的癫痫、多发性硬化症、强迫症)的新诊断标准。所获得的结果将对神经科学、复杂系统物理学和认知心理学领域的专家有用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The study of the self-similar nature of human neuromagnetic responses when exposed to flickering light stimuli
In this work, we investigate the self-similar properties of the neuromagnetic responses of healthy subjects and a patient with photosensitive epilepsy in response to flickering light stimuli of different color combinations (red-blue, red-green, blue-green). The calculation of the fractality index for different areas of the human cerebral cortex is performed by the modified Higuchi method. Areas were identified in which spatio-temporal scaling is manifested to the greatest extent in photosensitive epilepsy. In addition, changes in the fractal structure of magnetoencephalograms of healthy subjects were found after exposure to flickering light stimuli. In the future, the use of machine learning methods for recognizing the images of topographic maps of the obtained numerical indicators will contribute to the search for new diagnostic criteria for neurological diseases and mental disorders (various forms of epilepsy, multiple sclerosis, obsessive-compulsive disorders). The results obtained will be useful for specialists working in the field of neurosciences, physics of complex systems and cognitive psychology.
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