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  • V tomto článku se zabývám problémem použití neuronových sítí pro predikci ve výrobních procesech. 4 základní druhy neuronových sítí (lineární neuronová síť, síť RBF a vícevrstvé perceptronové sítě 3vrstvé a 4vrstvé) jsou analyzovány pro toto použití. Je hledána ta nejvhodnější z nich pro tento účel. Ve druhé části tohoto článku je analýza klestění 4vrstvé perceptronové sítě na přesnost její predikce. (cs)
  • In this paper I deal with the problem of use of neural networks for prediction in industrial processes. 4 basic types of neural networks (linear neural network, RBF network and multi-layer perceptron network 3layers and 4layers) are analyzed for this use. The most acceptable one is searched among these networks. In the second part of this paper there is the analysis of pruning of 4layers perceptron network on the accuracy of prediction.
  • In this paper I deal with the problem of use of neural networks for prediction in industrial processes. 4 basic types of neural networks (linear neural network, RBF network and multi-layer perceptron network 3layers and 4layers) are analyzed for this use. The most acceptable one is searched among these networks. In the second part of this paper there is the analysis of pruning of 4layers perceptron network on the accuracy of prediction. (en)
Title
  • The Influence of Pruning of Neural Networks to the Accuracy of Prediction
  • Vliv klestění neuronových sítí na přesnost jejich predikce (cs)
  • The Influence of Pruning of Neural Networks to the Accuracy of Prediction (en)
skos:prefLabel
  • The Influence of Pruning of Neural Networks to the Accuracy of Prediction
  • Vliv klestění neuronových sítí na přesnost jejich predikce (cs)
  • The Influence of Pruning of Neural Networks to the Accuracy of Prediction (en)
skos:notation
  • RIV/49777513:23220/06:00000178!RIV07-MSM-23220___
http://linked.open.../vavai/riv/strany
  • 87-90
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 479484
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23220/06:00000178
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • neural network; prediction; pruning; accuracy of prediction (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [F86BE2278073]
http://linked.open...v/mistoKonaniAkce
  • ŠARZ Vršov, Železné hory
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • Vršov 2006
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Kupka, Lukáš
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Vysoké učení technické v Brně
https://schema.org/isbn
  • 80-214-3247-0
http://localhost/t...ganizacniJednotka
  • 23220
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