基于脑电图数据的功能断层扫描研究书面语言感知

Q3 Mathematics
M. Ustinin, S. Rykunov, A. Boyko, E. Tarasov, I. V. Zhuravlev, M. Polikarpov, T. A. Ryabov, I. A. Filatov, A. Yurenya, V. Panchenko
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引用次数: 0

摘要

研究了书面语言感知过程中所记录的脑电图的频谱和空间特征。在实验研究中,分为四组,每组100个单词:具有积极情绪评级的单词、具有消极情绪评级的单词、具有具体含义的单词和具有抽象含义的单词。对每一组受试者进行单独的实验。单词用黑色背景上的白色文字表示,每个单词呈现1000毫秒,刺激呈现后暂停500毫秒。脑活动记录使用脑电图仪19导联,按照10-20方案安排。为了对这种活动进行详细的定量分析,使用了基于脑电图数据的脑功能断层扫描方法。该方法基于多通道脑电图数据的傅里叶变换和单个频谱分量的定位。该方法使语音研究实验中所研究的大脑活动的各种频谱特征在空间中被挑选出来并稳定定位成为可能。对8 ~ 30 Hz频段进行了分析;对于该波段的所有谱分量,逆问题在单层球形导体中近似求解等效电流偶极子,而不受源位置的限制。结果,大脑活动的三维地图——大脑的功能结构——得以建立。这些功能结构在磁共振成像上的表现使人们能够研究对各种言语刺激的反应的频率和空间特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study of the Perception of Written Speech Using Functional Tomography Based On Electroencephalography Data
The spectral and spatial characteristics of the electroencephalograms recorded during the perception of written speech were studied. For the experimental study, four groups were formed, each containing 100 words: words with a positive emotional rating, words with a negative emotional rating, words with concrete meanings, and words with abstract meanings. A separate experiment was conducted for each group with the subjects. Words were represented by white text on a black background, each word was presented for 1000 ms, after the presentation of the stimulus there was a pause of 500 ms. Brain activity was recorded using an electroencephalograph with 19 leads, arranged according to the 10–20 scheme. For detailed quantitative analysis of this activity, method of functional tomography of the brain, based on electroencephalography data, was used. This method is based on the Fourier transform of multichannel encephalographic data and the localization of individual spectral components. The method makes it possible to single out and stably localize in space various spectral features of the brain activity studied in experiments on speech research. The frequency band from 8 to 30 Hz was analyzed; for all spectral components in this band, the inverse problem was solved in the approximation of an equivalent current dipole in a single-layer spherical conductor, without any restrictions on the position of the source. As a result, three-dimensional maps of activity were built - the functional structures of the brain. The presentation of these functional structures on magnetic resonance imaging allows one to study the frequency and spatial characteristics of responses to various speech stimuli.
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来源期刊
Mathematical Biology and Bioinformatics
Mathematical Biology and Bioinformatics Mathematics-Applied Mathematics
CiteScore
1.10
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13
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