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Fundamental bounds on learning performance in neural circuits

How does the size of a neural circuit influence its learning performance? Larger brains tend to be found in species with higher cognitive function and learning ability. Intuitively, we expect the learning capacity of a neural circuit to grow with the number of neurons and synapses. We show how addin...

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Detalles Bibliográficos
Autores principales: Raman, Dhruva Venkita, Rotondo, Adriana Perez, O’Leary, Timothy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6535002/
https://www.ncbi.nlm.nih.gov/pubmed/31061133
http://dx.doi.org/10.1073/pnas.1813416116