Introducing topography in convolutional neural networks

Maxime Poli, Emmanuel Dupoux, Rachid Riad

Parts of the brain that carry sensory tasks are organized topographically: nearby neurons are responsive to the same properties of input signals. Thus, in this work, inspired by th…