A method for calculating the response of a single-layer network pattern-recognition system is presented. To obtain accurate prediction of the network response, it is necessary to consider the Hamming distances between training patterns. The method is demonstrated with reference to an alphanumeric recognition test.
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T.J. Stonham (1977) studied this question.
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