I study visual processing in the brain by building predictive models of population responses from the macaque and rodent brains to image and video sequences. I use techniques from machine learning and computer vision to improve our predictive models and gain insights into the nonlinear computations of visual neurons. My goal is to understand the functional organization of the visual cortex and to use these insights to enhance current computer vision methods.