Learning device, learning method, learning program, identification device, identification method and identification program

摘要

Problem to be solved: to provide a more useful explanation material for the neural network.An input section for acquiring learning data and correct values andAn important region estimator for estimating one or more critical regions based on said learning dataA trimming processing unit for trimming one or more critical regions based on said learning data and information indicative of one or more critical regions, and outputting one or more critical regionsA feature extractor for extracting feature quantities based on the one or more important regions and the first neural networkA similarity calculation unit which calculates the similarity between the feature quantity and the prototype and outputs itAn inference part that outputs inferential values based on the similarityAn evaluation part that evaluates the inference value based on the correct answer value and obtains the evaluation resultBased on the above evaluation resultsThe weight parameter of the first neural network and the update section for updating the prototype with the prototypeIncludeLearning equipment.Diagram