Some people are surprised to learn that Weird Al is actually a pretty well respected accordionist. he isn't just trying to be funny, he can really play that thing.
It's this device Yamaha makes called a subkick. Basically it's a mic mounted in a smaller drum. You combine it with a regular bass drum mic for the attack, and the subkick captures a much bigger low-end sound.