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Graphic illustration of the CSA. Circled numbers refer to algorithm steps in text. Here, I show the case of the first input, α1, presented to the model. The algorithm detects that α1 is completely unfamiliar, i.e., G is computed to be 0, and sets the F2 activation function to a constant function (red line), which makes the choice of winner in each CM completely random, and thus, the overall F2 code, β1, also completely random.
