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Brain serotonergic fibers suggest anomalous diffusion-based dropout in artificial neural networks

Random dropout has become a standard regularization technique in artificial neural networks (ANNs), but it is currently unknown whether an analogous mechanism exists in biological neural networks (BioNNs). If it does, its structure is likely to be optimized by hundreds of millions of years of evolut...

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Detalles Bibliográficos
Autores principales: Lee, Christian, Zhang, Zheng, Janušonis, Skirmantas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9577023/
https://www.ncbi.nlm.nih.gov/pubmed/36267232
http://dx.doi.org/10.3389/fnins.2022.949934