I'd start with trying this keyboard on another USB-port, and then another keyboard.

A good check is to use keyboard to press the magic key to enter the BIOS setup. If that works, and the keyboard works in the BIOS setup, it's a hardware issue. If works in the BIOS and not in Windows, it's a Windows issue.