Thanks for the reply. As this is a home project I will be sticking with a RPi just for the fun of it. I have some old laptops that would definitely perform better but like I said, its for fun. For this MAME, I'll just be loading some 81' to 85' ROMS. Nothing too complicated.
Thanks again for the advice.