Deep Learning for Neuroscience

We develop computer vision tools, like DeepLabCut, to perform markerless pose estimation and behavioral analysis from any species in a multitude of settings. For our purposes, we use these key-points to study kinematics and motor learning during a variety of skills tasks, and during freely moving natural behaviors. We also will continue to collaborate with the Mathis Group on these types of tools. Read more here.