It is important that the motherboard isn't touching the backplate apart from places where there will be no electrical contact. It really does sound to me as if the power supply is cutting out deliberately to prevent fried components.
Try unplugging all but the very basics, i.e. cpu, ram, graphics card, power supply. Even with no hard drives connected, you will still be able to enter the bios, if it starts at all.