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iNALU: Improved Neural Arithmetic Logic Unit

Neural networks have to capture mathematical relationships in order to learn various tasks. They approximate these relations implicitly and therefore often do not generalize well. The recently proposed Neural Arithmetic Logic Unit (NALU) is a novel neural architecture which is able to explicitly rep...

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Detalles Bibliográficos
Autores principales: Schlör, Daniel, Ring, Markus, Hotho, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7861275/
https://www.ncbi.nlm.nih.gov/pubmed/33733188
http://dx.doi.org/10.3389/frai.2020.00071