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Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data

The broad concept of emergence is instrumental in various of the most challenging open scientific questions—yet, few quantitative theories of what constitutes emergent phenomena have been proposed. This article introduces a formal theory of causal emergence in multivariate systems, which studies the...

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Detalles Bibliográficos
Autores principales: Rosas, Fernando E., Mediano, Pedro A. M., Jensen, Henrik J., Seth, Anil K., Barrett, Adam B., Carhart-Harris, Robin L., Bor, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7833221/
https://www.ncbi.nlm.nih.gov/pubmed/33347467
http://dx.doi.org/10.1371/journal.pcbi.1008289