The original reason for changing the radius is that with radius=1 the basal ganglia starts getting extremely confused when you feed it inputs that are above 1.  Do you have examples of situations where it seemed to get better with large dimensions?  The aspect that's confusing me is that the basal ganglia never gets inputs that are high-dimensional, so that really shouldn't affect anything....