Well, I did. Jumped an ATX PSU and hooked it up to see if this old MB worked. It came up just fine to the ROM screen.
There is no problem in doing this, but you will have sound issues unless you hook a -5V supply to the machine.
Running the machine with only this power source with a variety of expansion might not be a clever idea.