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Complex computation from developmental priors

Machine learning (ML) models have long overlooked innateness: how strong pressures for survival lead to the encoding of complex behaviors in the nascent wiring of a brain. Here, we derive a neurodevelopmental encoding of artificial neural networks that considers the weight matrix of a neural network...

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Detalles Bibliográficos
Autores principales: Barabási, Dániel L., Beynon, Taliesin, Katona, Ádám, Perez-Nieves, Nicolas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10115783/
https://www.ncbi.nlm.nih.gov/pubmed/37076523
http://dx.doi.org/10.1038/s41467-023-37980-1