Online training and its convergence for faulty networks with multiplicative weight noise

Abstract

A recent article showed that the objective function of the online weight noise injection algorithm is not equal to the training set error of faulty radial basis function (RBF) networks under the weight noise situation [1]. Hence the online weight noise injection algorithm is not able to optimize the training set error of faulty networks with multiplicative… (More)
DOI: 10.1016/j.neucom.2014.12.049

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