It sounds like a motherboard problem.
It's hard to give much more advice since I don't know any hardware details. Try reinserting all hardware components.
It could also be a problem with one of the inserted components. Troubleshooting involves replacing components one at a time. Try a different hard drive, DVD drive etc if you are stumped.