A Fuzzy Neural Model for Target Recognition
NAVAL SURFACE WARFARE CENTER SILVER SPRING MD
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A mathematical model of a multi-level, multi-layer neural network was developed which uses fuzzy theory for classification. This model would allow imprecise or incomplete knowledge gained at one level of the network to be forwarded as additional input to the next level of the network. Fuzzy theory allows us to interpret the information in a more general form for developing methods in pattern clustering and recognition. We believe this approach will incorporate human thinking and decision making into neural networks.
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