Burthe fought with distinction at the Battle of Neerwinden (1793), after which he was made provisional second lieutenant of the 10th Regiment of Dragoons on 13 April 1793. This appointment was confirmed in May of that year and he took part in three campaigns at that grade; in 1794 he was wounded in combat.