Faculty

Cyber-physical Systems, Learning, Optimization

Nanoelectronics, Spintronics, Emerging Technologies for Computing, Digital and Mixed-signal VLSI, Neuromorphic and Probabilistic Computing, Quantum Computing, Hardware Acceleration

Fast Algorithms for Partial Differential Equations, Signal and Image Processing

Hybrid and Switched Systems; the Modeling and Control of Communication Networks; Distributed Control over Communication Networks (also known as networked control systems); the Use of Vision in Feedback Control; Game Theory; and Stochastic Modeling in Biology

Image Informatics

Game Theoretic Methods for Coordination of Large Scale Distributed Systems

Geometric Statistics, Geometric Deep Learning, Topological Deep Learning, Equivariant Deep Learning, Shape Analysis, Computational Medicine, Theoretical Neuroscience, Computational Neuroscience

Machine Learning, Information Theory, Human-Cyber-Physical Systems, Stochastic Networks

Optics, Imaging, Neural Circuitry, Machine Learning, Optical Computing

Information Theory, Machine Learning Theory, Distributed Computing