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Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN Print: 1064-2315
ISSN Online: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v33.i3.70
6 pages

Neural Networks Learning Using Method of Fuzzy Ellipsoidal Estimates

Nataliya N. Kussul
Institute of Space Research of National Academy of Sciences of Ukraine and State Space Agency of Ukraine, Kiev, Ukraine

ABSTRACT

A new method for feed-forward neural networks is presented. The method is based on the use of a non-stochastic analogue of Kalman filter. Efficiency of the method is confirmed by results of numeric modeling.


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