Is it possible to play with multiple drummers?

I'm planning to play guitar hero on Xbox 360 (GH5, WoR, WT, Van Halen or Metallica) with a friend. We both own a drumkit, is it possible to play multiplayer and both play drums?

I couldn't find the answer online