Yes, it most likely is your power supply. Check the 12v, the 5v, and the 3.3v rails in the bios, and the 12v should not be under 11.90v. Normally, the 12v rail should always be around 12-12.15v. I have an OCZ PowerStream 600W, and the 12v rail is always at 12.15-12.16v. Good luck. I hope you find out what the problem is.