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- Title
Choosing an information coding scheme for a CMAC neural network.
- Authors
O. Rudenko; A. Bessonov
- Abstract
Abstract 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.
- Subjects
CODING theory; COMPUTER simulation; INFORMATION theory; IDENTIFICATION
- Publication
Cybernetics & Systems Analysis, 2007, Vol 43, Issue 3, p327
- ISSN
1060-0396
- Publication type
Article
- DOI
10.1007/s10559-007-0053-7