Excellent work but I have a question. It seams that in the ART algorithm (not ARTMAP), the analog input vector requires some short of normalization. It does not function properly if the input values exceed a certain number (around 1.5). If there are input components above that value, the output of the algorithm is -1 meaning that this input does not belong to any of the available categories. Please advise of what is going on.