I've used that same power PSU before, it's kinda crappy and not great. :/ Even if the cause of the problem is not the PSU, I'd still go ahead and get a better PSU anyway. Corsair CX 600 or TX 650 would probably be ideal for you. Anything from Corsair, XFX, Seasonic, PC P&C, OCZ or Antec will be fine.