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Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision

While abundant in biology, foveated vision is nearly absent from computational models and especially deep learning architectures. Despite considerable hardware improvements, training deep neural networks still presents a challenge and constraints complexity of models. Here we propose an end-to-end n...

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Detalles Bibliográficos
Autores principales: Lukanov, Hristofor, König, Peter, Pipa, Gordon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8645638/
https://www.ncbi.nlm.nih.gov/pubmed/34880741
http://dx.doi.org/10.3389/fncom.2021.746204