Its called "headless booting" and its generally controllable in the bios or firmware for the graphics card. The intel mac minis have a bit of a fit without a monitor (when using an OS other than OS X) and its just a matter of changing an EFT setting.
With your rig it sounds like you might consider searching the forums or support site for the graphics card.