Search Results for author: Jean-Nicolas Jérémie

Found 3 papers, 2 papers with code

Retinotopic Mapping Enhances the Robustness of Convolutional Neural Networks

no code implementations23 Feb 2024 Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet

This study investigates whether retinotopic mapping, a critical component of foveated vision, can enhance image categorization and localization performance when integrated into deep convolutional neural networks (CNNs).

Image Categorization

Ultrafast Image Categorization in Biology and Neural Models

1 code implementation7 May 2022 Jean-Nicolas Jérémie, Laurent U Perrinet

To further the comparison between biological and artificial neural networks, we re-trained the standard VGG 16 CNN on two independent tasks that are ecologically relevant to humans: detecting the presence of an animal or an artifact.

Image Categorization

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