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Using phidelta diagrams to discover relevant patterns in multilayer perceptrons

Understanding the inner behaviour of multilayer perceptrons during and after training is a goal of paramount importance for many researchers worldwide. This article experimentally shows that relevant patterns emerge upon training, which are typically related to the underlying problem difficulty. The...

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Detalles Bibliográficos
Autor principal: Armano, Giuliano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721750/
https://www.ncbi.nlm.nih.gov/pubmed/33288773
http://dx.doi.org/10.1038/s41598-020-76517-0