Works on understanding how neurons in low-level visual areas encode simple aspects of visual scenes, such as local motion and changes in contrast, and explores how such functional objectives influence the dynamics and connectivity of neural circuits.
Background
Interested in the principles of sensory neural coding; addresses this by constructing theoretical models of neural activity in low-level visual areas, such as the retina and primary visual cortex, to discover principles that account for observed patterns of neural activity. Focuses on how neurons in these areas encode simple aspects of visual scenes, like local motion and changes in contrast, and how functional objectives play a role in determining the dynamics and connectivity of neural circuits.