Patent ReferencesParallel, multi-unit, adaptive, nonlinear pattern class separator and identifier Neural network apparatus and method for pattern recognition Pattern recognition apparatus using a neural network system Plural neural network system having a successive approximation learning method Patent #: 5095443 InventorsAssigneeApplicationNo. 648653 filed on 01/31/1991US Classes:382/157, Network learning techniques (e.g., back propagation)382/159, Trainable classifiers or pattern recognizers (e.g., adaline, perceptron)706/20, Classification or recognition706/25, Learning method706/27ArchitectureExaminersPrimary: Boudreau, Leo H.Assistant: Cammarata, Michael Attorney, Agent or FirmForeign Patent References
International ClassG06K 009/62AbstractAn A pattern recognition subsystem responds to an A feature representation input to select A-category-representation and predict a B-category-representation and its associated B feature representation input. During learning trials, a predicted B-category-representation is compared to that obtained through a B pattern recognition subsystem. With mismatch, a vigilance parameter of the A-pattern-recognition subsystem is increased to cause reset of the first-category-representation selection. Inputs to the pattern recognition subsystems may be preprocessed to complement code the inputs.Other References
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