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Model metamers reveal divergent invariances between biological and artificial neural networks

Deep neural network models of sensory systems are often proposed to learn representational transformations with invariances like those in the brain. To reveal these invariances, we generated ‘model metamers’, stimuli whose activations within a model stage are matched to those of a natural stimulus....

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Detalles Bibliográficos
Autores principales: Feather, Jenelle, Leclerc, Guillaume, Mądry, Aleksander, McDermott, Josh H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620097/
https://www.ncbi.nlm.nih.gov/pubmed/37845543
http://dx.doi.org/10.1038/s41593-023-01442-0