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Benchmark of Learning Algorithms for Piecewise-Linear Neural Network
In this article a benchmark of algorithms for training of piecewise-linear artificial neural networks (ANN) is introduced. Special topology of the ANN is used because of its expediential usage for plant control des...
BC - Teorie a systémy řízení
- 2013 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Piecewise Linear neural model for control
There is introduced an algorithm which provides piecewise-linear model of nonlinear plant using artificial neural networks, in this paper. That piecewise-linear model is precise and each linea...
BC - Teorie a systémy řízení
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Piecewise-Linear Neural Network - Possible Training Algorithms Efficiency Comparison
In this article, a benchmark of algorithms for training of piecewise-linear artificial neural networks is introduced. At first, motivation of this article is described for a special topology of the neural ...
BC - Teorie a systémy řízení
- 2013 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Piecewise-linear Neural Network as a Tool for Nonlinear System Control
in shape of piecewise-linear neural network which is linearized continuously and resulting linearized model is used for PID controller tuning....
JD - Využití počítačů, robotika a její aplikace
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Extraction of Logical Rules from Data by Means of Piecewise-Linear Neural Networks.
The extraction of logical rules from data by means of artificial NN is receiving increasingly much attention. Paper presents a mathematically well founded approach based on piecewise-linear activation functions,which is suitable for...
BA - Obecná matematika
- 2002 •
- D
Rok uplatnění
D - Stať ve sborníku
Training of the Piecewise-Linear Neural Network Used for Process Control
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...
BC - Teorie a systémy řízení
- 2013 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Linearized neural model for process control
In this paper, there is introduced an algorithm which provides piecewise linear model of nonlinear plant using artificial neural networks. That piecewise linear model is precise and each linea...
JD - Využití počítačů, robotika a její aplikace
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Linearized neural model for process control
In this paper, there is introduced an algorithm which provides piecewise linear model of nonlinear plant using artificial neural networks. That piecewise linear model is precise and each linea...
JD - Využití počítačů, robotika a její aplikace
- 2011 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Nonlinear Plants Control Using Piece-Wise Linear Neural Models
There is introduced an algorithm which provides piecewise-linear model of nonlinear plant using artificial neural networks, in this paper. That piecewise-linear model is precise and each linea...
BC - Teorie a systémy řízení
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Piecewise-linear Neural Network as a Tool for online PID controller tuning
There is introduced new tuning technique for PID controller, in this paper. The technique tunes PIDcontroller continuously using piecewise linear neural model of controlled plant. At first, the technique is fullydescribed a...
JD - Využití počítačů, robotika a její aplikace
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
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