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

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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Bibliographic Details
Main Authors: Thomas Dalgaty, John P. Miller, Elisa Vianello, Jérôme Casas
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Neuroscience
Subjects:
neuromorphic computing
neural networks
backpropagation
computational neuroscience
cercal system
insect neuroscience
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.612359/full

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https://www.frontiersin.org/articles/10.3389/fnins.2021.612359/full

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