[Obi_Juan_Kenobi]

Using the defaults, I had success at about 300 iterations with all the inputs and 5 hidden layers, each with a decreasing number of neurons (i.e. 6,5,4,3,2).

I don't know if that's a general feature to need fewer neurons with each layer, but that seems to work here.