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The study of cognitive processes in the brain EEG during the perception of bistable images using wavelet skeleton

机译:基于小波骨架的双稳态图像感知过程中脑电图认知过程的研究

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摘要

In the paper we study the appearance of the complex patterns in human EEG data during a psychophysiological experiment by stimulating cognitive activity with the perception of ambiguous object. A new method based on the calculation of the maximum energy component for the continuous wavelet transform (skeletons) is proposed. Skeleton analysis allows us to identify specific patterns in the EEG data set, appearing in the perception of ambiguous objects. Thus, it becomes possible to diagnose some cognitive processes associated with the concentration of attention and recognition of complex visual objects. The article presents the processing results of experimental data for 6 male volunteers.
机译:在本文中,我们通过刺激具有模糊物体感知的认知活动,研究了在心理生理实验过程中人类脑电数据中复杂模式的出现。提出了一种基于最大能量分量计算的连续小波变换(骨架)新方法。骨架分析使我们能够识别EEG数据集中出现在模棱两可物体识别中的特定模式。因此,可以诊断与注意力集中和复杂视觉对象识别相关的一些认知过程。本文介绍了6位男性志愿者的实验数据处理结果。

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  • 会议地点 San Francisco(US)
  • 作者单位

    Department of Automatization, Control and Mechatronics, Saratov State Technical University, Politechnicheskaya Str. 77, Saratov, 410056, Russia,REC "Nonlinear Dynamics of Complex Systems", Saratov State Technical University, Politechnicheskaya Str. 77, Saratov, 410056, Russia;

    Faculty of Nonlinear Processes, Saratov State University, Astrakhanskaya Str. 83, Saratov, 410026, Russia,REC "Nonlinear Dynamics of Complex Systems", Saratov State Technical University, Politechnicheskaya Str. 77, Saratov, 410056, Russia;

    REC "Nonlinear Dynamics of Complex Systems", Saratov State Technical University, Politechnicheskaya Str. 77, Saratov, 410056, Russia,Center for Biomedical Technology, Technical University of Madrid, Madrid, Spain;

    Faculty of Computer Sciences and Information Technologies, Saratov State University, Astrakhanskaya Str. 83, Saratov, 410026, Russia;

    Department of Automatization, Control and Mechatronics, Saratov State Technical University, Politechnicheskaya Str. 77, Saratov, 410056, Russia,REC "Nonlinear Dynamics of Complex Systems", Saratov State Technical University, Politechnicheskaya Str. 77, Saratov, 410056, Russia;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Electroencephalogram; ambiguous images; neurophysiological experiment; continuous wavelet analysis; wavelet skeletons; oscillatory patterns; cognitive processes;

    机译:脑电图含糊不清的图片;神经生理实验;连续小波分析;小波骨架振荡模式;认知过程;

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