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Representations of regular and irregular shapes by deep Convolutional Neural Networks, monkey inferotemporal neurons and human judgments

Recent studies suggest that deep Convolutional Neural Network (CNN) models show higher representational similarity, compared to any other existing object recognition models, with macaque inferior temporal (IT) cortical responses, human ventral stream fMRI activations and human object recognition. Th...

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Detalles Bibliográficos
Autores principales: Kalfas, Ioannis, Vinken, Kasper, Vogels, Rufin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6231692/
https://www.ncbi.nlm.nih.gov/pubmed/30365485
http://dx.doi.org/10.1371/journal.pcbi.1006557