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Bio-Inspired Architectures Substantially Reduce the Memory Requirements of Neural Network Models

We propose a neural network model for the jumping escape response behavior observed in the cricket cercal sensory system. This sensory system processes low-intensity air currents in the animal's immediate environment generated by predators, competitors, and mates. Our model is inspired by decad...

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Detalles Bibliográficos
Autores principales: Dalgaty, Thomas, Miller, John P., Vianello, Elisa, Casas, Jérôme
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7940538/
https://www.ncbi.nlm.nih.gov/pubmed/33708069
http://dx.doi.org/10.3389/fnins.2021.612359