If you avoid using Vista then the answer is almost certainly yes. It's easy to forget just how damn fast a 1.5ghz processor is, even the ones made by VIA. It's not that long ago that I used to comfortably run MAME on a computer fitted with only a 350mhz processor.
If you decide to use Vista, which in my experience is extremely resource hungry, then I'll downgrade my answer to probably.