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Compressing arrays of classifiers using Volterra-Neural Network: application to face recognition

Rubiolo, María Florencia; Stegmayer, Georgina; Milone, Diego Humberto (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) ...

Extended evaluation of the Volterra-Neural Network for model compression

Rubiolo, Mariano (2012)

An extended echo state network using Volterra filtering and principal component analysis

Boccato, L; Lopes, A; Attux, R; Von Zuben, FJ (Pergamon-elsevier Science LtdOxfordInglaterra, 2012)

Experimental Comparison Of Artificial Neural Network And Volterra Based Nonlinear Equalization For Co-ofdm

Giacoumidis; E.; Le; S. T.; Aldaya; I.; Wei; J. L.; McCarthy; M.; Doran; N. J.; Eggleton; B. J. (IEEENew York, 2016)

An Extended Echo State Network Using Volterra Filtering And Principal Component Analysis.

Boccato, Levy; Lopes, Amauri; Attux, Romis; Von Zuben, Fernando J (2012)

Identificação e controle de processos via desenvolvimentos em séries ortonormais. Parte A: identificação

Campello, Ricardo J. G. B.; Oliveira, Gustavo H. C.; Amaral, Wagner C. (Sociedade Brasileira de Automática, 2007)

Novos paradigmas para equalização e identificação de canais baseados em estruturas não-lineares e algoritmos evolutivosNews paradigms for channel equalization and identification based on nonlinear structures and evolutionary algorithms

Attux, Romis Ribeiro de Faissol, 1978- ([s.n.], 2005)

Echo State Networks For Seasonal Streamflow Series Forecasting

Siqueira H.; Boccato L.; Attux R.; Filho C.L. (, 2012)

Optimization Of Volterra Models With Asymmetrical Kernels Based On Generalized Orthonormal Functions

Braga M.F.; MacHado J.B.; Campello R.J.G.B.; Do Amaral W.C. (, 2011)

Crhpc Using Volterra Models And Orthonormal Basis Functions: An Application To Cstr Plants

Oliveira G.H.C.; Amaral W.C.; Latawiec K. (, 2003)