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Improving the Prediction Capability of Radial Basis Function Networks

โœ Scribed by Gurumoorthy, Anand; Kosanovich, Karlene A.


Book ID
127164039
Publisher
American Chemical Society
Year
1998
Tongue
English
Weight
200 KB
Volume
37
Category
Article
ISSN
0888-5885

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Dual-orthogonal radial basis function ne
โœ Steve A. Billings; X. Hong ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 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