He uses fMRI to study the neural computations involved in reinforcement learning, sensory learning, cognitive control, and other higher-order cognitive functions, and how deficits in these computations may lead to various mental illnesses, with a particular focus on psychotic disorders. Drs. Horga and Marsh collaborate on most fMRI studies conducted in Dr. Marsh's lab.