Wilson was born on June 8, 1936, in Waltham, Massachusetts, the oldest child of Emily Buckingham Wilson and E. Bright Wilson, a prominent Chemist at Harvard University, who did important work on microwave emissions. His mother also trained as a Physicist. He attended several schools, including Magdalen College School, Oxford, England, ending up at the George School in eastern Pennsylvania.