Category learning in deep neural networks: Information content and geometry of internal representations

Laurent Bonnasse-Gahot, Jean-Pierre Nadal

In humans and other animals, category learning enhances discrimination between stimuli close to the category boundary. This phenomenon, called categorical perception, was also empi…