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Neural heterogeneity promotes robust learning

The brain is a hugely diverse, heterogeneous structure. Whether or not heterogeneity at the neural level plays a functional role remains unclear, and has been relatively little explored in models which are often highly homogeneous. We compared the performance of spiking neural networks trained to ca...

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Detalles Bibliográficos
Autores principales: Perez-Nieves, Nicolas, Leung, Vincent C. H., Dragotti, Pier Luigi, Goodman, Dan F. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490404/
https://www.ncbi.nlm.nih.gov/pubmed/34608134
http://dx.doi.org/10.1038/s41467-021-26022-3