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Communicating artificial neural networks develop efficient color-naming systems

Words categorize the semantic fields they refer to in ways that maximize communication accuracy while minimizing complexity. Focusing on the well-studied color domain, we show that artificial neural networks trained with deep-learning techniques to play a discrimination game develop communication sy...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Chaabouni, Rahma, Kharitonov, Eugene, Dupoux, Emmanuel, Baroni, Marco
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8000426/
https://ncbi.nlm.nih.gov/pubmed/33723064
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2016569118
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