Winkler was born on October 30, 1945 in New York City, New York. His parents were Ilse Anna Maria (née Hadra), and Harry Irving Winkler, a lumber company executive. Winkler's Jewish parents emigrated from Germany to the United States in 1939, before the beginning of World War II.