He says he is sending the medal back to IOC President Jacques Rogge.
Supron is also a former world and European champion.
Last month, seven-time world champion Valentin Yordanov of Bulgaria returned his gold medal from the 1996 Atlanta Olympics.
Wrestling is now competing with seven proposed new sports for a spot on the 2020 program. The final decision will be made by the IOC in September.