Computer turns itself off and then on again

Just as the title says, when I turn the computer on it will turn itself off after a few seconds (took about a minute the first time), and then turn itself back on. I did not get any display on my monitors, I unplugged the Graphics card and plugged a monitor directly into the motherboard and still get no display or signal to the monitor. Not getting power to the keyboard or mouse either.