Does the same thing, even with the keyboard unplugged. Every USB thing I have plugged in: mouse, keyboard, my monitor's USB hub (which has a charging cable for my headset connected), receiver for headset and charger for headphones.
That and 2 monitors (one HDMI, one DVI) and network is everything I have.