MAME
It's worth mentioning that if you jailbreak your iPad you can install iMAME4All which is also compatible with the iCade.
So those with a hankering for OutRun, TMNT, Simpsons, Final Fight, Aliens, Ms Pac-Man, Metal Slug, Puzzle Bobble, etc are well catered for.