Training of the Piecewise-Linear Neural Network Used for Process Control

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F13%3A39896511" target="_blank" >RIV/00216275:25530/13:39896511 - isvavai.cz</a>

Result on the web

<a href="http://www.cybletter.com" target="_blank" >http://www.cybletter.com</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Training of the Piecewise-Linear Neural Network Used for Process Control

Original language 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.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BC - Theory and management systems

OECD FORD branch

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Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2013

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Cybernetic Letters

ISSN

1802-3525

e-ISSN

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Volume of the periodical

Neuveden

Issue of the periodical within the volume

2013-11-07

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

6

Pages from-to

1-6

UT code for WoS article

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EID of the result in the Scopus database

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