 His father died in 1867 and Moynihan moved with his mother to Leeds, Yorkshire.He was educated in Leeds and the Christ's Hospital, Newgate, London (1875–1881).After two years at the Royal Naval School, Eltham, he returned to Leeds to study medicine at the Leeds School of Medicine.