Foveated Retinotopy Improves Classification and Localization in Convolutional Neural Networks

Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet

From falcons spotting preys to humans recognizing faces, rapid visual abilities depend on a foveated retinal organization which delivers high-acuity central vision while preserving…