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National Repository of Grey Literature

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	Neural and Fuzzy Modelling of Hydrological Data Neruda, Roman ; Coufal, David The main goal of this work is to model flood waves based on runoff and precipitation data. We utilize data from the Smeda rivera catchment provided by the CHMI in order to build several models of flood episodes. Multilayer perceptron networks and Fuzzy system models are used and their performance is compared to traditional hydrological approaches. Fulltext: content.csg - PDF Plný tet: v1172-12 - PDF Detailed record
	Fixed and Variable-Width Gaussian Networks Kůrková, Věra ; Kainen, P.C. Fulltext: content.csg - PDF Plný tet: v1174-12 - PDF Detailed record
	Accuracy Estimates for Surrogate Solutions of Integral Equations by Neural Networks Kůrková, Věra Surrogate solutions of integral equations by neural networks are investigated theoretically. Upper bounds on speed of convergence of approximate solutions computable by neural networks with increasing model complexity to exact solutions described by Fredholm theorem are derived. Detailed record
	Learning as an Inverse Problem in Reproducing Kernel Hilbert Spaces Kůrková, Věra Fulltext: content.csg - PDF Plný tet: v1094-10 - PDF Detailed record

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