One common cause for the U3 to stop mining on your computer is SCREEN SAVER, or Auto POWER SAVER. Please try to disable the screen saver and the power saver on the computer you are mining with U3 and the cgminer.
Also, some USB3 ports may have some unstable power.
If it still doesn't work... Let us know.