Sounds to me like an intermittent connection between the screen and the motherboard; either a bum ribbon cable or where the cable is connected at the screen or motherboard is not quite right. If the computer is less than a week old or something, I'd be looking at an exchange where you bought it. Otherwise you're probably looking at warranty service.
Tom