Her research interests focus on investigating the mechanisms through which humans learn and process reinforcements (both rewards and punishments) and how these processes might contribute to psychiatric disorders, particularly depression. She utilizes computational modeling and multimodal imaging techniques including functional magnetic resonance imaging (fMRI), electroencephalography (EEG) and magnetic resonance spectroscopy (MRS) to better understand the clinical and neurobiological correlates of reinforcement learning.