Two pattern classes in two dimensions are distributed in such a way that the patterns of class ω1 lie randomly along a circle of radius r1. Similarly, the patterns of class ω2 lie randomly along a circle of radius r2, where r2 = 2r1. Specify the structure of a neural network with the minimum number of layers and nodes needed to classify properly the patterns of these two classes.
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