What exactly happens after you see the Gigabyte Splash screen? Can you boot to BIOS by tapping DEL or F2 key? What happens if you let it pass the splash screen, do you get any error message on the screen?
Bread board the system with the motherboard outside the case on an insulated surface like the box it came in. With just the CPU/cooler, 1 stick RAM in 1st slot, monitor in the on-board HDMI port, and PSU connected... see if you can boot to the point where it just presents a flashing cursor on the screen due to no HDD/operating system. (start the system by shorting the 2 pins that the pwr sw. would connect to)