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Description
  • This paper deals with a training of special topology of feedforward artificial neural network ? artificial neural network with linear saturated activation functions in hidden neurons. This network is suitable to nonlinear processes control system de-sign. In first paragraphs, motivation of this work is described. Then, possibilities of the training are introduced and at the end of the paper, the experiment results, which prove eligibility of the approach, are presented.
  • This paper deals with a training of special topology of feedforward artificial neural network ? artificial neural network with linear saturated activation functions in hidden neurons. This network is suitable to nonlinear processes control system de-sign. In first paragraphs, motivation of this work is described. Then, possibilities of the training are introduced and at the end of the paper, the experiment results, which prove eligibility of the approach, are presented. (en)
Title
  • Training of the Piecewise-Linear Neural Network Used for Process Control
  • Training of the Piecewise-Linear Neural Network Used for Process Control (en)
skos:prefLabel
  • Training of the Piecewise-Linear Neural Network Used for Process Control
  • Training of the Piecewise-Linear Neural Network Used for Process Control (en)
skos:notation
  • RIV/00216275:25530/13:39896511!RIV14-MSM-25530___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 2013-11-07
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
  • 111516
http://linked.open...ai/riv/idVysledku
  • RIV/00216275:25530/13:39896511
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Backpropagation; Process Control; Training Algorithm; Piecewise-Linear Neural Network (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [22B8FA735557]
http://linked.open...i/riv/nazevZdroje
  • Cybernetic Letters
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • Neuveden
http://linked.open...iv/tvurceVysledku
  • Doležel, Petr
  • Havlíček, Libor
  • Mariška, Martin
issn
  • 1802-3525
number of pages
http://localhost/t...ganizacniJednotka
  • 25530
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