H. Scholte

Brain alignment in deep neural networks emerges early and independently of object classification

Deep convolutional neural networks are leading models of biological vision, largely because of their strong brain alignment: their features predict neural responses better than earlier models. Yet they are believed to recognize objects differently, relying on texture where humans rely on shape and failing on perturbati...