Pruning-included weights and structure determination of 2-input neuronet using Chebyshev polynomials of Class 1

Abstract

A new type of feed-forward 2-input neuronet using Chebyshev polynomials of Class 1 (2INCP1) is constructed and investigated in this paper. In addition, with the weights-direct-determination method exploited to obtain the optimal weights from hidden layer to output layer directly (i.e., just in one step), a new structure-automatic-determination method called… (More)

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