Lucks, Marcio B. [UNESP]Oki, Nobuo [UNESP]2014-05-272014-05-272007-12-01Proceedings - SBCCI 2007: 20th Symposium on Integrated Circuits and System Design, p. 230-235.http://hdl.handle.net/11449/70041An analog circuit that implements a radial basis function network is presented. The proposed circuit allows the adjustment of all shape parameters of the radial functions, i.e., amplitude, center and width. The implemented network was applied to the linearization of a nonlinear circuit, a voltage controlled oscillator (VCO). This application can be classified as an open-loop control in which the network plays the role of the controller. Experimental results have proved the linearization capability of the proposed circuit. Its performance can be improved by using a network with more basis functions. Copyright 2007 ACM.230-235engArtificial neural networksLinearizationOperational transconductance amplifierRadial basis functionVCORadial functionsAmplifiers (electronic)Analog circuitsParameter estimationRadial basis function networksVariable frequency oscillatorsTrabalho apresentado em evento10.1145/1284480.1284543Acesso aberto2-s2.0-378490220861525717947689076