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Neural algorithmic reasoning

We present neural algorithmic reasoning—the art of building neural networks that are able to execute algorithmic computation—and provide our opinion on its transformative potential for running classical algorithms on inputs previously considered inaccessible to them.

Detalles Bibliográficos
Autores principales: Veličković, Petar, Blundell, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276006/
https://www.ncbi.nlm.nih.gov/pubmed/34286298
http://dx.doi.org/10.1016/j.patter.2021.100273
Descripción
Sumario:We present neural algorithmic reasoning—the art of building neural networks that are able to execute algorithmic computation—and provide our opinion on its transformative potential for running classical algorithms on inputs previously considered inaccessible to them.