I'm actually having the same/similar problem.
The computer will turn on; all fans spin up, lights are on, hard drives spin, cd'roms will open and close normally... But no video, no beeps, no post, no lovin'.
I have replace the Power supply, replaced the motherboard, replaced the CPU...