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Foveated Retinotopy Improves Classification and Localization in Convolutional Neural Networks

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From falcons spotting prey to humans recognizing faces, the ability to rapidly process visual information depends on a foveated retinal organization that provides high-acuity central vision while preserving low-resolution peripheral vision. This organization i... ...