Modeling the Ongoing Dynamics of Short and Long-Range Temporal Correlations in Broadband EEG During Movement

Modeling the Ongoing Dynamics of Short and Long-Range Temporal Correlations in Broadband EEG During Movement

Electroencephalogram (EEG) undergoes complex temporal and spectral changes during voluntary movement intention. Characterization of such changes has focused mostly on narrowband spectral processes such as Event-Related Desynchronization (ERD) in the sensorimotor rhythms because EEG is mostly conside...

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Bibliographic Details
Main Authors: Maitreyee Wairagkar, Yoshikatsu Hayashi, Slawomir J. Nasuto
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Systems Neuroscience
Subjects:
Long-Range Temporal Correlation (LRTC)
Short-Range Dependence (SRD)
Autoregressive Fractionally Integrated Moving Average (ARFIMA)
electroencephalography (EEG)
Brain Computer Interface (BCI)
movement intention
Online Access:https://www.frontiersin.org/article/10.3389/fnsys.2019.00066/full

Internet

https://www.frontiersin.org/article/10.3389/fnsys.2019.00066/full

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