Modern approaches in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: Applications * Generalized net model of slow learning algorithm of unsupervised art2 neural network

Petkov, Todor; Sotirov, Sotir

Modern approaches in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: Applications * Generalized net model of slow learning algorithm of unsupervised art2 neural network

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Title: Modern approaches in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: Applications * Generalized net model of slow learning algorithm of unsupervised art2 neural network

Abstract:

This paper describes the slow learning algorithm of unsupervised adaptive resonance theory ART2 neural network. At first, the algorithm is presented step by step with formulas, and it is shown how an individual vector affects the network. At the end of the process, we have a learned network with stable recognition clusters according to the vectors. The process of the learning algorithm is presented by a generalized net model.

Relation:

Książka = Book

Detailed Resource Type:

Book

Resource Identifier:

oai:rcin.org.pl:197952

Source:

KS-2014-03-T2R05

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

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Open

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Last modified:

Oct 15, 2021

In our library since:

Jul 15, 2021

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All available object's versions:

https://rcin.org.pl./publication/234330

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Ksiazki

Edition name	Date
KS-2014-03-T2R05 : Petkov Todor, Sotirov Sotir : Modern approaches in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: Applications * Generalized net model of slow learning algorithm of unsupervised art2 neural network	Oct 15, 2021