The Synchonous Matching Adaptive Resonance Theory (SMART) model

SMART was developed to answer a fundamental question in neuroscience and brain-inspired technologies: how do spiking laminar cortical circuits self-organize and stably learn relevant information? How can these circuits be embedded in low-power, hybrid CMOS chip and used to solve challenging pattern recognition problems?

Check a recent talk about SMART, or read the SMART paper

 

Collaborators

I am the leader of the Neuromorphics Lab, a highly collaborative lab with connections across both academia and industry.