Sherrington was born at Bundaberg, Queensland, the son of Thomas Duncan Sherrington and his wife Jane Anderson (née Fergus).
On the 26 Oct 1940 Sherrington married Edith Etta Grummett (died 1995) and together had one son and two daughters.