I have the same issue with the exact same board with my i5-3570k. I can get it on, barely. Reset CMOS, turn the psu switch off and unplug kettle lead for 5 mins, turn off at mains. My screen is black and it switches between hdmi and analogue don't know if yours does the same? Notice that your leds don't show on mouse and keyboard? When / if it's looping, on for like 10 seconds and then restarts, the above was the only way of getting it on. When it's on its on I've had it under load etc and left it on for over 24 hours no problem. Do you know if your using F18 bios or have got rapid storage tech driver installed?
Edit - I've tried a new CMOS battery, fuse and kettle lead no luck yet need to test my board cpu and psu.