Application of Radial Basis Functions in Neural Networks for…
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- DOI 10.1615/jautomatinfscien.v35.i4.50
- OpenAlex ID W2090912721
- Type Article
- Language EN
- Published 01 Jan 2003
- Volume 35 (4)
- Pages 39–45
- Source Journal of Automation and Information Sc…
- Publisher Begell House
- Countries 1
- Institutions 3
- Added 24 Jun 2016
- Updated 28 Jul 2026
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Application of Radial Basis Functions in Neural Networks for Prognosis of Economic Parameters
Article 2003 EN
The specific architecture of a feedforward neural network is described. Using example of two real time series, namely exchange rates of Ukrainian hryvna to US dollar and that of Ukrainian hryvna to Russian rouble for the second half of 1997, we demonstrate possibility of prognosis using neural network, whose structure contains radial nodes. The results of operation of a model of such architecture…
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2 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Olga V. Dudnik | Ministry of Education and Scie… (UA) National Academy of Sciences o… (UA) | — |
| 2 | Pyetr I. Bidyuk | National Technical University … (UA) | — |
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