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Neural representational geometry underlies few-shot concept learning

Understanding the neural basis of the remarkable human cognitive capacity to learn novel concepts from just one or a few sensory experiences constitutes a fundamental problem. We propose a simple, biologically plausible, mathematically tractable, and computationally powerful neural mechanism for few...

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Detalles Bibliográficos
Autores principales: Sorscher, Ben, Ganguli, Surya, Sompolinsky, Haim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618072/
https://www.ncbi.nlm.nih.gov/pubmed/36251997
http://dx.doi.org/10.1073/pnas.2200800119