• (Description) Courtesy of Ken Kosik Lab. Credit: Kosik Research Group.

Signal Processing and Machine Learning

Faculty listed below:

Affiliated Faculty

Psychological & Brain Sciences

Psychological & Brain Sciences

Psychological & Brain Sciences

Professor Scott Grafton is interested in how people organize movement into goal-oriented action.

Molecular, Cellular, and Developmental Biology

The main goal of our research is to understand how navigational behavior comes about in terms of neural-circuit computation. By combining behavioral quantification, functional analysis and computational modeling, we seek to unravel structure-function relationships between neural circuits, sensory coding and adaptive decision-making. 

 

Electrical and Computer Engineering

The main focus of our research is on new architectures and algorithms for next generation wireless communication and sensor networks.

Mechanical Engineering

Reseach interest: Biological Dynamics; control of neural populations; natural and artificial swarms: schooling fish, flocking birds, etc- territorial behavior- coupled oscillators. Fluid Dynamics- shear flow turbulence. Mechanical Systems- theoretical analysis of individual and coupled MEMS devices; vibrational energy harvesting. Networks - information propagation through social networks; collective decision making. Dynamical Systems- bifurcation theory- canards.

Computer Science

My primary research interests are in computer vision and imaging, human-computer interaction, machine learning, and augmented reality. I'm also interested in computation models of, and tools for, neuroscience.