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Combining reservoir computing and variational inference for efficient one-class learning on dynamical systems
Conference ObjectAbstract: Usually, time series acquired from some measurement in a dynamical system are the main source of infPalabras claves:Dynamical system modeling, reservoir computing, variational inferenceAutores:Diego Cabrera Mendieta, Diego R. Cabrera, Fernando Sancho-Caparrini, Tobar F.Fuentes:googlescopusApproximating non-discrete P systems
Conference ObjectAbstract: The main goal of this paper is to propose some geometric approaches to the computations of non-discrPalabras claves:Autores:Cordón-Franco A., Fernando Sancho-CaparriniFuentes:scopusReachability problems in low-dimensional iterative maps
ArticleAbstract: In this paper we analyze the dynamics of one-dimensional piecewise maps. We show that one-dimensionaPalabras claves:Iterative piecewise maps, Pseudo-billiard systems, Reachability problems, Theory of computing, universalityAutores:Fernando Sancho-Caparrini, Kurganskyy O., Potapov I.Fuentes:scopus