On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence

Yi Ma, Doris Tsao, Heung-Yeung Shum

Ten years into the revival of deep networks and artificial intelligence, we propose a theoretical framework that sheds light on understanding deep networks within a bigger picture…