Sounds like a power/frequency issue. My board gets into those loops when I try to boot it on settings that are too aggressive.
Another thing to try is to short the CMOS pins (I think your board probably has it, my GA-EP35-DS3R has it). This will effectively reset the BIOS. I had to do this to get my board to POST the first time.