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Nonlinear reconfiguration of network edges, topology and information content during an artificial learning task

Here, we combine network neuroscience and machine learning to reveal connections between the brain’s network structure and the emerging network structure of an artificial neural network. Specifically, we train a shallow, feedforward neural network to classify hand-written digits and then used a comb...

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Detalles Bibliográficos
Autores principales: Shine, James M., Li, Mike, Koyejo, Oluwasanmi, Fulcher, Ben, Lizier, Joseph T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8639979/
https://www.ncbi.nlm.nih.gov/pubmed/34859330
http://dx.doi.org/10.1186/s40708-021-00147-z