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Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons

In order to better understand how the brain perceives faces, it is important to know what objective drives learning in the ventral visual stream. To answer this question, we model neural responses to faces in the macaque inferotemporal (IT) cortex with a deep self-supervised generative model, β-VAE,...

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Detalles Bibliográficos
Autores principales: Higgins, Irina, Chang, Le, Langston, Victoria, Hassabis, Demis, Summerfield, Christopher, Tsao, Doris, Botvinick, Matthew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8578601/
https://www.ncbi.nlm.nih.gov/pubmed/34753913
http://dx.doi.org/10.1038/s41467-021-26751-5