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Feature blindness: A challenge for understanding and modelling visual object recognition

Humans rely heavily on the shape of objects to recognise them. Recently, it has been argued that Convolutional Neural Networks (CNNs) can also show a shape-bias, provided their learning environment contains this bias. This has led to the proposal that CNNs provide good mechanistic models of shape-bi...

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Detalles Bibliográficos
Autores principales: Malhotra, Gaurav, Dujmović, Marin, Bowers, Jeffrey S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9132323/
https://www.ncbi.nlm.nih.gov/pubmed/35560155
http://dx.doi.org/10.1371/journal.pcbi.1009572