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Details for article 2 of 7 found articles
| Title: |
A taxonomy for wavelet neural networks applied to nonlinear modelling |
| Author: |
Ribes-Gomez, Emilio McLoone, Sean Irwin, George |
| Appeared in: |
International journal of systems science |
| Paging: | Volume 39 (2008) nr. 6 pages 607-627 |
| Year: |
2008-06 |
| Contents: |
This article presents a novel classification of wavelet neural networks based on the orthogonality/non-orthogonality of neurons and the type of nonlinearity employed. On the basis of this classification different network types are studied and their characteristics illustrated by means of simple one-dimensional nonlinear examples. For multidimensional problems, which are affected by the curse of dimensionality, the idea of spherical wavelet functions is considered. The behaviour of these networks is also studied for modelling of a low-dimension map. |
| Publisher: |
Taylor & Francis |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 2 of 7 found articles
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