45.

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Figure 3.18 (a) An overview of a fuzzy ARTMAP architecture containing two fuzzy ART systems, (b) The map field is connected to F2_b with 1-to-1, non-adaptive pathways in both directions. Each F2_a neurone is connected to all map field F_ab nodes via adaptive weights. See text for further explanation.

desired category for the current data feature presented to ART_a. The map field F_ab is used to form predictive associations between categories and match tracking (defined below). The number of neurones in F_ab is equal to the number of desired classes. Let variables in ART_a and ART_b be desig

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