Abstract

This paper addresses the issues concerning the Fourier Series Neural Network (FSNN) identification of nonlinear dynamic systems as well as the Boolean functions. The behavior of the FSNN identifier was evaluated through its application to the modeling of the systems which can be characterized by the describing functions, difference equations and XOR function. The results of the evaluation are described and analyzed in the paper.

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