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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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Detalles Bibliográficos
Autores principales: França, Lucas G. Souza, Miranda, José G. Vivas, Leite, Marco, Sharma, Niraj K., Walker, Matthew C., Lemieux, Louis, Wang, Yujiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6295567/
https://www.ncbi.nlm.nih.gov/pubmed/30618789
http://dx.doi.org/10.3389/fphys.2018.01767