I have MAME installed under 64 bit Linux and having a blast trying out
ROMs.
FYI: Don't unzip the ROM archives and just place them in the MAME ROM directory defined in
mame.ini.
I'm hoping my Logitech ATTACK3 USB joystick will work with MAME.
Update: It does!
ROM Game Site