wih that particular data set, it looks like it really just adds more data, and more importantly, fills in the gaps along the spirals which is where my setup was having troubles.

The noise doesn't go far enough to start confusing points between different clusters, but it adds more points.

That said, my knowledge of neural nets is fairly limited.