The licensing has changed for 8 and 8.1. I've been investigating and reading the license agreements, and it apparently depends on how you got this OEM version.
If it was pre-installed and purchased with a PC, say from Dell or HP, it seems to be tied to that initial machine.
If you bought it and installed it, then seemingly you can change motherboards at will.
Thanks! I built mine.