Electronics Letters · 1977 · 10 citations · 2 references
ComputingComputer EngineeringComputer ScienceComputer NetworksMachine LearningMetric LearningNetwork Performance AnalysisNeural NetworksPattern RecognitionHamming DistanceMachine Learning-based ClassificationNeural Network ClassificationNeural Network ModelingNeural Network-based RecognitionPerceptron
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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Classification of mass spectra using adaptive digital learning networks
T.J. Stonham, Igor Aleksander, M. Camp et al. · Analytical Chemistry · 1975 · 16 citations