Séminaire Data de l’ENS

29 March 2023, Thomas Serre (Brown University) Title: Feedforward and feedback processes in visual processing Abstract: Progress in deep learning has spawned great successes in many engineering applications. As a prime example, convolutional neural networks, a type of feedforward neural networks, are now approaching - and sometimes even surpassing - human accuracy on a variety of visual recognition tasks. In this talk, however, I will show that these neural networks (and recent extensions) exhibit a limited ability to solve seemingly simple visual reasoning problems. Our group has developed a computational neuroscience model of the […]