Possible causes:
-Overheating or bad video card.
Make sure it's fully seated, it's fan is running, its heatsink is securely mounted, and there's no dust built up on the fan and heatsink.
If those are ok and the system temperature is 40 C or higher, then remove the computer's cover, and run an external fan. If that works and the video card has no cooling fan, then install one. If it has a fan, then install additional or more powerful case fans. Recommended locations are lower front of the case blowing in, and upper rear(or top) blowing out.
If an external fan does not work, then swap out the video card with a known good card.
-Everything not completely seated or connected on the motherboard.
-Overheating CPU
If the CPU gets over 60 deg. C, then make sure there is thermal compound between it and the heat sink. If that's ok, then replace the compound with Arctic Silver3.
If no luck, then install a higher capacity heat sink fan.
If still no luck, then replace the heatsink with a more efficient unit.
-Bad memory
Remove and reinsert the memory a few times, try it in different slots, do not use any optimal settings for the memory in BIOS, run Memtest86, and swap it out with known good memory.
-Bad MB.
Check for bulging, leaking, or ruptured capacitors.
If they look ok, then swap it out with a known good MB.