"48" . "To contemplate quantitative and qualitative water features by neural networks method"@en . "Aplikace spo\u010D\u00EDv\u00E1 v kalibraci neuronov\u00E9ho modelu a modelu Fourierov\u00FDch \u0159ad na povod\u00ED Plou\u010Dnice. V\u00FDhodou pou\u017Eit\u00E9ho p\u0159\u00EDstupu je, \u017Ee volba typu s\u00EDt\u011B nen\u00ED z\u00E1visl\u00E1 na dal\u0161\u00EDch parametrech \u00FAlohy. Jednotliv\u00E9 s\u00EDt\u011B, p\u0159\u00EDpadn\u011B jejich varianty (r\u016Fzn\u00FD po\u010Det jednotek, r\u016Fzn\u00E9 po\u010Dty skryt\u00FDch vrstev) lze p\u0159ipojit jako black-box a testovat nez\u00E1visle. P\u0159i testov\u00E1n\u00ED se pou\u017Eij\u00ED Stuttgartsk\u00FD neuronov\u00FD simul\u00E1tor SNNS a multiagentn\u00ED hybridn\u00ED syst\u00E9m Bang2 vyv\u00EDjen\u00FD v \u00DAstavu informatiky AV \u010CR. Byla vytvo\u0159ena perceptronov\u00E1 s\u00ED\u0165, kter\u00E1byla u\u010Dena metodou back propagation, vylep\u0161enou o tzv. momentov\u00FD \u010Dlen. S\u00ED\u0165 je schopna v\u011Brn\u00E9 p\u0159edpov\u011Bdi hodnot pr\u016Ftoku n\u00E1sleduj\u00EDc\u00EDho dne na z\u00E1klad\u011B hodnot pr\u016Ftoku a sr\u00E1\u017Eek v den p\u0159edchoz\u00ED." . "13520" . "To contemplate quantitative and qualitative water features by neural networks method"@en . "RIV/44555601:13520/02:00001786!RIV/2003/MSM/135203/N" . "Neruda, Martin" . . "Sledov\u00E1n\u00ED kvantitativn\u00EDch a kvalitativn\u00EDch vlastnost\u00ED vody metodou neuronov\u00FDch s\u00EDt\u00ED" . . "Neruda, Roman" . "Sledov\u00E1n\u00ED kvantitativn\u00EDch a kvalitativn\u00EDch vlastnost\u00ED vody metodou neuronov\u00FDch s\u00EDt\u00ED"@cs . . "0370-663X" . . "Sledov\u00E1n\u00ED kvantitativn\u00EDch a kvalitativn\u00EDch vlastnost\u00ED vody metodou neuronov\u00FDch s\u00EDt\u00ED"@cs . "RIV/44555601:13520/02:00001786" . "[77E9BED94EF7]" . . "5"^^ . . . . "Sledov\u00E1n\u00ED kvantitativn\u00EDch a kvalitativn\u00EDch vlastnost\u00ED vody metodou neuronov\u00FDch s\u00EDt\u00ED" . "663802" . "322-326" . "7" . . . "CZ - \u010Cesk\u00E1 republika" . . . . "2"^^ . "Z(MSM 135200001)" . "rainfall-runoff models, Plou\u010Dnice river catchment, applications of artificial neural networks, water quality"@en . "1"^^ . . "An application deals with calibration of neural model and Fourier series model for Plou\u010Dnice catchment. This approach has an advantage, that the network choice is independent of other example's parameters. Each networks, and their variants (different units and hidden layer number) can be connected in as a black box and tested independently. A Stuttgart neural simulator SNNS and a multiagent hybrid system Bang2 developed in Institute of Computer Science, AS CR have been used for testing. A perceptron network has been constructed, which was trained by back propagation method improved with a momentum term. The network is capable of an accurate forecast of the next day runoff based on the runoff and rainfall values from previous day."@en . . "Rostlinn\u00E1 v\u00FDroba" . .