ECoG数据中的相位波分析

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2021-09-09 DOI:10.1051/mmnp/2021045
Alexandre Aksenov, A. Beuter
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引用次数: 2

摘要

采用循环线性回归方法分析了音节发音过程中电极矩阵记录的声部ECoG数据。检测了一维电极阵列和整个二维电极组中的相位波,并研究了它们的空间组织和时间演化。波矢量的相位图表示源、汇和鞍点的存在。对相位画像时间演变的分析表明,相位画像在音节发音开始时变化较大。此外,在发音过程中,波源的定位更加稳定。总的来说,尽管相位图的变化很大,但它们代表了大脑皮层电位动力学的一些特征。
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Analysis of phase waves in the ECoG data
Subdural ECoG data recorded from the matrix of electrodes during syllable pronunciation are analyzed by the method of circular-linear regression. Phase waves in 1D electrode arrays and in the whole 2D set of electrodes are detected, and their spatial organization and temporal evolution are studied. Phase portraits of wave vectors indicate the presence of sources, sinks, and saddle points. The analysis of temporal evolution of phase portraits shows that they changed more at the beginning of syllable pronunciation. Furthermore, wave sources were more stable in their localization during the pronunciation. Overall, in spite of large variability of phase portraits, they represent some characterization of the dynamics of electric potential in the cerebral cortex.
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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