Emergence of foveal image sampling from learning to attend in visual scenes

Brian Cheung, Eric Weiss, Bruno Olshausen

We describe a neural attention model with a learnable retinal sampling lattice. The model is trained on a visual search task requiring the classification of an object embedded in a…