Purves joined the faculty of the Department of Physiology and Biophysics at the Washington University in 1971 and remained on staff until 1990.
In 1990, Purves founded the chair of the Department of Neurobiology at Duke University where he researched in the field of cognitive neuroscience, in particular visual and auditory perception.