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A dynamic regularized radial basis function network for nonlinear, nonstationary time series prediction

✍ Scribed by Yee, P.; Haykin, S.


Book ID
118690248
Publisher
IEEE
Year
1999
Tongue
English
Weight
542 KB
Volume
47
Category
Article
ISSN
1053-587X

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Dual-orthogonal radial basis function ne
✍ Steve A. Billings; X. Hong πŸ“‚ Article πŸ“… 1998 πŸ› Elsevier Science 🌐 English βš– 359 KB

A new structure of Radial Basis Function (RBF) neural network called the Dual-orthogonal RBF Network (DRBF) is introduced for nonlinear time series prediction. The hidden nodes of a conventional RBF network compare the Euclidean distance between the network input vector and the centres, and the node