Madani, O. (2008). Systems Learning for Complex Pattern Problems. In AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (pp. 111-112).
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.