When I scanned the subjects in my "unread posts", I swore at first this said "Man boobs"...
moving on...
I've had the same thoughts as the OP. Just a few days ago I was checking out the Pico ITX boards, which lead me to the Beagle Board (the latter didn't seem ideal for MAME, but it has been done).