I had the same problems too (crashing to the windows, blue screen out of sudden and random reboot followsuit) when i first built my system 2 weeks ago. My rig was epox 8rda+, 2x256MB crucial pc 2700, barton 2500+, all from newegg.
Okay, at this point i think you probably have flashed your bios...