Spurious cross-frequency amplitude-amplitude coupling in nonstationary, nonlinear signals

Chien Hung Yeh, Men Tzung Lo, Kun Hu

研究成果: 雜誌貢獻期刊論文同行評審

27 引文 斯高帕斯(Scopus)

摘要

Recent studies of brain activities show that cross-frequency coupling (CFC) plays an important role in memory and learning. Many measures have been proposed to investigate the CFC phenomenon, including the correlation between the amplitude envelopes of two brain waves at different frequencies - cross-frequency amplitude-amplitude coupling (AAC). In this short communication, we describe how nonstationary, nonlinear oscillatory signals may produce spurious cross-frequency AAC. Utilizing the empirical mode decomposition, we also propose a new method for assessment of AAC that can potentially reduce the effects of nonlinearity and nonstationarity and, thus, help to avoid the detection of artificial AACs. We compare the performances of this new method and the traditional Fourier-based AAC method. We also discuss the strategies to identify potential spurious AACs.

原文???core.languages.en_GB???
頁(從 - 到)143-150
頁數8
期刊Physica A: Statistical Mechanics and its Applications
454
DOIs
出版狀態已出版 - 15 7月 2016

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