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Separability and geometry of object manifolds in deep neural networks

Stimuli are represented in the brain by the collective population responses of sensory neurons, and an object presented under varying conditions gives rise to a collection of neural population responses called an ‘object manifold’. Changes in the object representation along a hierarchical sensory sy...

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Detalles Bibliográficos
Autores principales: Cohen, Uri, Chung, SueYeon, Lee, Daniel D., Sompolinsky, Haim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7005295/
https://www.ncbi.nlm.nih.gov/pubmed/32029727
http://dx.doi.org/10.1038/s41467-020-14578-5