Adaptive Algorithms and Hardware

Research at the Adaptive Systems Laboratory focuses on energy-efficient adaptive computing systems based on novel adaptive algorithms and fault-tolerant scalable interconnects to overcome the limitation of traditional stored-program computing style.  In particular, we study adaptive computing systems for incremental learning and adaptation in dynamic environments.