Energy-Period Profiles of Brain Networks in Group fMRI Resting-State Data: A Comparison of Empirical Mode Decomposition With the Short-Time Fourier Transform and the Discrete Wavelet Transform

Traditionally, functional networks in resting-state data were investigated with linear Fourier and wavelet-related methods to characterize their frequency content by relying on pre-specified frequency bands. In this study, Empirical Mode Decomposition (EMD), an adaptive time-frequency method, is use...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Cordes, Dietmar, Kaleem, Muhammad F., Yang, Zhengshi, Zhuang, Xiaowei, Curran, Tim, Sreenivasan, Karthik R., Mishra, Virendra R., Nandy, Rajesh, Walsh, Ryan R.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8175789/
https://ncbi.nlm.nih.gov/pubmed/34093115
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2021.663403
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