BI 229 Tomaso Poggio: Principles of Intelligence and Learning

Tomaso Poggio discusses principles that could explain learning and intelligence in brains and machines. Topics include the relationship between engineering and theory, levels of explanation, the role of learning, and compositional sparsity and genericity as potential explanations for the effectiveness of deep networks.