Systems Learning for Complex Pattern Problems

Abstract

Learning numerous complex patterns, or concepts, in higher animals and humans, for instance for the task of visual object recognition, may require extensive exposure and learning experience over a relatively long time period. What are the principles behind such long-term learning and development? We describe our efforts in this direction and discuss the many challenges.