Taiko No Tatsujin
Taiko No Tatsujin is a Japanse rhythm game, originally only available in arcades. Nowadays, the game is available for all major consoles as well as PC. It can be played with a drum, keyboard, or controller, though drum is definetly the recommended method.
TDC17
The TDC17 is an arcade-sized drum by Rhythmagica. I'll attach their showcase video below so you can see what it looks like and it's basic features.