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- W2371463357 abstract "In this study,an algorithm was developed to compute the sensitivity of a single hidden-layer perceptron to weight perturbation.This algorithm,which only requires that the first layer's input elements be independent of each other but which has no such a restriction on the hidden layer,is more adaptable to real applications.The sensitivity was computed bottom-up: the sensitivity of a neuron was considered first and the entire network was considered subsequently.The sensitivity expression was obtained with the numerical calculation method.Experimental results on UCI datasets verified the precision of the proposed algorithm.The computed value approached the theoretical value." @default.
- W2371463357 created "2016-06-24" @default.
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- W2371463357 date "2013-01-01" @default.
- W2371463357 modified "2023-09-26" @default.
- W2371463357 title "Computation of sensitivity of single hidden-layer perceptron to weight perturbation" @default.
- W2371463357 hasPublicationYear "2013" @default.
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