Here, we review literature on the anatomy and physiology of the cerebellum, and the neurocognitive functions of three conditions that have been linked to cerebellar function: SCA3, ADHD, and ASD. The gene discussed is ATXN3; the disease is attention deficit-hyperactivity disorder.