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https://hdl.handle.net/20.500.11851/3740
Title: | Modified neural network operators and their convergence properties with summability methods | Authors: | Türkün, Can Duman, Oktay |
Keywords: | Neural network operators Uniform approximation Bell-shaped function Summability methods Strong summability |
Publisher: | Springer | Source: | Turkun, C., & Duman, O. Modified neural network operators and their convergence properties with summability methods. | Abstract: | We study the approximation properties of Cardaliaguet-Euvrard type neural network operators. We first modify the operators in order to get the uniform convergence, later we use regular summability matrix methods in the approximation by means of these operators to get more general results than the classical ones. We also display some examples and show graphical illustrations supporting our approximation results by neural networks operators. At the end of the paper we extend the theory to the multivariate case. | URI: | https://hdl.handle.net/20.500.11851/3740 https://doi.org/10.1007/s13398-020-00860-0 |
ISSN: | 1578-7303 |
Appears in Collections: | Matematik Bölümü / Department of Mathematics Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
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