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A topological classifier to characterize brain states: When shape matters more than variance

Despite the remarkable accuracies attained by machine learning classifiers to separate complex datasets in a supervised fashion, most of their operation falls short to provide an informed intuition about the structure of data, and, what is more important, about the phenomena being characterized by t...

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Detalles Bibliográficos
Autores principales: Ferrà, Aina, Cecchini, Gloria, Nobbe Fisas, Fritz-Pere, Casacuberta, Carles, Cos, Ignasi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545107/
https://www.ncbi.nlm.nih.gov/pubmed/37782651
http://dx.doi.org/10.1371/journal.pone.0292049