It is the same on the SP2, I could not get it to work without an external power source. I use an USB Y cable. The cable can supply power to an external USB 3 hub, too.
Here is a picture of the my setup. https://twitter.com/ThomasWeinert/status/483568616907214848/photo/1
The box to the left is...