TLC5940 help, adding LEDs causes weird flashing

So would I run the wire from the pot that would normally go to the 5V pin to the hot rail on the breadboard? I'm a bit weary about damaging parts. I'm using this exact setup by the way, with the addition of the decoupling capacitors:

http://tlc5940arduino.googlecode.com/svn/wiki/images/breadboard-arduino-tlc5940.png