First try toggling the power. Basically, turn the machine on, then off, and then on again fast.
Failing that, open the computer and try reseating the components.
Failing that, try starting it up in a barebones configuration, with just the mobo, power supply and VRAM chip, and monitor.
Failing that, get back to us.