 Born in St. Louis, Missouri, Berg studied at Washington University, earning both his undergraduate and medical degrees there.He became an assistant professor of clinical neurology there in 1956, and also maintained a private practice from 1972–89.He became a professor of neurology and from 1985 to 1998 directed Washington's Alzheimer's Disease Research Center.