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An extended echo state network using Volterra filtering and principal component analysis
(Pergamon-elsevier Science LtdOxfordInglaterra, 2012)
Prognostic of RUL based on Echo State Network Optimized by Artificial Bee Colony
(International Journal of Prognostics and Health Management, 2016)
UNORGANIZED MACHINES FOR SEASONAL STREAMFLOW SERIES FORECASTING
(World Scientific Publ Co Pte LtdSingaporeSingapura, 2014)
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems
(IOS Press, 2018)
Usually, time series acquired from some measurement in a dynamical system are the main source of information about its internal structure and complex behavior. In this situation, trying to predict a future state or to ...
Recurrent Neural Network Based Control for Risers and Oil Wells
(Florianópolis, SC., 2017)
Redes Neurais Recorrentes tendem a ser custosas de se otimizar, porém possuem proprie-
dades desejáveis para identificação de sistemas dinâmicos e servem como aproximadores
universais dos mesmos. Para diminuir este ...
Echo State Networks for Virtual Flow Metering in Gravity Separator
(Florianópolis, SC., 2019)