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Emergent color categorization in a neural network trained for object recognition

Color is a prime example of categorical perception, yet it is unclear why and how color categories emerge. On the one hand, prelinguistic infants and several animals treat color categorically. On the other hand, recent modeling endeavors have successfully utilized communicative concepts as the drivi...

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Detalles Bibliográficos
Autores principales: de Vries, Jelmer P, Akbarinia, Arash, Flachot, Alban, Gegenfurtner, Karl R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797187/
https://www.ncbi.nlm.nih.gov/pubmed/36511778
http://dx.doi.org/10.7554/eLife.76472