Actually, they will work if they all get enough power. Do you have a powered hub? If not it will be drawing power form the power supply of the computer. In that case you have a beefy power supply?
I have that problem right now. My USB printer, USB mouse, and USB keyboard (with built in hub) is too much for this computer
