An Immunological Approach to Initialize Centers of Radial Basis Function Neural Networks

@inproceedings{CastroAnIA,
  title={An Immunological Approach to Initialize Centers of Radial Basis Function Neural Networks},
  author={Leandro Nunes de Castro}
}
The appropriate operation of a radial basis function (RBF) neural network depends mainly upon an adequate choice of the number and positions of its basis function centers. The simplest approach to train an RBF network is to assume fixed radial basis functions defining the activation of the hidden units, followed by the application of a regression procedure to determine the linear output weights. The main drawback of this strategy is the lack of an efficient algorithm to determine the amount and… CONTINUE READING