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Compressing arrays of classifiers using Volterra-Neural Network: application to face recognition
(Springer, 2013-07)
Model compression is required when large models are used, for example, for a classification task, but there are transmission, space, time or computing constraints that have to be fulfilled. Multilayer Perceptron (MLP) ...
An extended echo state network using Volterra filtering and principal component analysis
(Pergamon-elsevier Science LtdOxfordInglaterra, 2012)
Identificação e controle de processos via desenvolvimentos em séries ortonormais. Parte A: identificação
(Sociedade Brasileira de Automática, 2007)