Have you tried replacing CMOS battery?
I was getting a boot loop with Gigabyte Z68AP-D3/2500K where fans spin up, no display, powers off, repeat.
This was resolved by replacing the CMOS battery, after testing same with new RAM/PSU and thinking possible mobo failure.
If your loop is...