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conference paper · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks · 2002

Multi-layer radial basis function networks. An extension to the radial basis function

R. Craddock, Kevin Warwick

Cited by 18Abstract and details only

Abstract

This paper presents the initial research carried out into a new neural network called the multilayer radial basis function network (MRBF). The network extends the radial basis function (RBF) in a similar way to that in which the multilayer perceptron extends the perceptron. It is hoped that by connecting RBFs together in a layered fashion, an equivalent increase in ability can be gained, as is gained from using MLPs instead of single perceptrons. The results of a practical comparison between individual RBFs and MRBF's are also given.

Cite this paper

APA 7

Craddock, R., & Warwick, K. (2002). Multi-layer radial basis function networks. An extension to the radial basis function. IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks, 2, 700–705. https://doi.org/10.1109/icnn.1996.548981

MLA 9

Craddock, R., and Kevin Warwick. “Multi-layer radial basis function networks. An extension to the radial basis function.” IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks, vol. 2, 2002, pp. 700–05, https://doi.org/10.1109/icnn.1996.548981.

Chicago

Craddock, R., and Kevin Warwick. 2002. “Multi-layer radial basis function networks. An extension to the radial basis function.” IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks 2: 700–05. https://doi.org/10.1109/icnn.1996.548981.

Harvard

Craddock, R. and Warwick, K. (2002) ‘Multi-layer radial basis function networks. An extension to the radial basis function’, IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks, 2, pp. 700–705. Available at: https://doi.org/10.1109/icnn.1996.548981.

BibTeX
@article{craddock2002multi,
  title = {{Multi-layer radial basis function networks. An extension to the radial basis function}},
  author = {Craddock, R. and Warwick, Kevin},
  journal = {IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks},
  volume = {2},
  pages = {700--705},
  year = {2002},
  doi = {10.1109/icnn.1996.548981}
}

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