Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications

The quantification of brain dynamics is essential to its understanding. However, the brain is a system operating on multiple time scales, and characterization of dynamics across time scales remains a challenge. One framework to study such dynamics is that of fractal geometry; and currently there exi...

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Bibliographic Details
Main Authors: Lucas G. Souza França, José G. Vivas Miranda, Marco Leite, Niraj K. Sharma, Matthew C. Walker, Louis Lemieux, Yujiang Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Physiology
Subjects:
EEG
Online Access:https://www.frontiersin.org/article/10.3389/fphys.2018.01767/full