Basis Functions of the Multidimensional CMAC Neural Network

Abstract

The short introduction to the cerebellar model articulation controller (the CMAC neural network) and its main properties are presented. It is shown that the basis functions of the CMAC neural network are given implicitly, the number of these function is finite, and they have the incorrect pyramid forms. The expressions for the number of these function is given. Keywords-CMAC neural network; learning algorithm ; basis functionsI.

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