Playing Beatles Rock Band has really increased my appreciation of their music. You begin to see patterns and eccentricities in the music, such as notes that are deliberately out of beat. Playing the bass is especially insightful since you don't normally pay much attention to the bass player when you're just listening to the music.
I've got blisters on my fingers!