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Hierarchical growth in neural networks structure: Organizing inputs by Order of Hierarchical Complexity

Several studies demonstrate that the structure of the brain increases in hierarchical complexity throughout development. We tested if the structure of artificial neural networks also increases in hierarchical complexity while learning a developing task, called the balance beam problem. Previous simu...

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Detalles Bibliográficos
Autores principales: Leite, Sofia, Mota, Bruno, Silva, António Ramos, Commons, Michael Lamport, Miller, Patrice Marie, Rodrigues, Pedro Pereira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470958/
https://www.ncbi.nlm.nih.gov/pubmed/37651418
http://dx.doi.org/10.1371/journal.pone.0290743