•Is this domain sufficiently realistic?
–Are dots just dots?
•Maybe shape is important.  This might mean forming links between dots, which noise disrupts.  Perhaps exps 1&2 have more to do with set of shapes learned than variance in features.
–If real categories have structure, does this domain have too little structure?