First off, this post needs to be moved to hardware
Now the problem, sounds like your video card. It's overheating I bet, though I've never heard of it shutting off a monitor and it turning back on. But what doesn't make sense is you say you move the mouse to turn it back on. Aren't you constantly moving the mouse during a game?
Download HW monitor. Tell us what the temps are when you're playing a game.