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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Bibliographic Details
Main Authors: Jelmer P de Vries, Arash Akbarinia, Alban Flachot, Karl R Gegenfurtner
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2022-12-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/76472