The inventor of the Derringer was Henry Deringer, Jr., (1786-1868), spelled with one “r”.
The Philadelphia gunsmith started making pistols in 1825 and came to specialize in the short-barreled, large-caliber pistol that bears his name.
The extra “r” was added to “Derringer” by an imitator making similar pistols, and that became the accepted spelling.