After many trials and errors, the four pairs are now forming as expected, the priority mechanism seems to be working also: When 2 neurons from the input layer are firing, they should be recorded by a single neuron in the first hidden layer, without overlap. The priority mechanism has to be able to separate patterns … Continue reading on the right track….