There is a new MAME port out for the iPad called iMAME4all.
The original MAME was released in February of 1999 with the intent to save the arcade classics for future generations. The over 2000 arcade games themselves have been dumped from the actual original machine roms and are readily availalbe for download from numerous sites.
Source Link w/Video:
MAME Ported For iPad