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Training neural networks to encode symbols enables combinatorial generalization

Combinatorial generalization—the ability to understand and produce novel combinations of already familiar elements—is considered to be a core capacity of the human mind and a major challenge to neural network models. A significant body of research suggests that conventional neural networks cannot so...

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Detalhes bibliográficos
Publicado no:Philos Trans R Soc Lond B Biol Sci
Main Authors: Vankov, Ivan I., Bowers, Jeffrey S.
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6939346/
https://ncbi.nlm.nih.gov/pubmed/31840580
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rstb.2019.0309
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