Choosing an information coding scheme for a CMAC neural network

Choosing an information coding scheme for a CMAC neural network

The influence of the choice of a coding scheme on properties of a CMAC network is analyzed. Since there exist several arbitrarily chosen parameters in such a network, their optimal values should be found. Computer simulation showed that the type of a coding scheme greatly influences the accuracy of...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Cybernetics and systems analysis 2007-05, Vol.43 (3), p.327-333
Hauptverfasser: Rudenko, O G, Bessonov, A A
Format: Artikel
Sprache:eng
Schlagworte:
Associations
Coding standards
Computer simulation
Expenditures
Image coding
Neural networks
Neurons
Nonlinear systems
Studies
Training
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The influence of the choice of a coding scheme on properties of a CMAC network is analyzed. Since there exist several arbitrarily chosen parameters in such a network, their optimal values should be found. Computer simulation showed that the type of a coding scheme greatly influences the accuracy of not only identification but also control over nonlinear dynamical objects. [PUBLICATION ABSTRACT]
ISSN:1060-0396
1573-8337
DOI:10.1007/s10559-007-0053-7