Denis was born at Schärding, located on the Inn River, then ruled by the Electorate of Bavaria, in 1729, the son of Johann Rudolph Denis, who taught him Latin at an early age.
In 1749, following this initial formation period, Denis was sent to carry his period of Regency at Jesuit colleges in Graz and Klagenfurt.