Try it in another place besides this board. Mine didn't work here but it did on regular internet pages.
Be sure to keep the control key down while scrolling with the middle button.
And you keep the control key down while you are scrolling the wheel? Other than that, I don't know....it shouldn't have anything to do with it being wireless.