Regularized Radial Basis Function Networks

Paul V. Yee is the author of Regularized Radial Basis Function Networks: Theory and Applications, published by Wiley. Simon Haykin is the author of Regularized Radial Basis Function Networks: Theory and Applications, published by Wiley.

"To serve as a bridge between nonparametric estimation and artificial neural networks, Yee...and Haykin...examines the interplay of ides in the two ideas." (SciTech Book News Vol. 25, No. 2 June 2001)

• Preface. Notations. Introduction. Basic Tools. Probability Estimation and Pattern Classification. Nonlinear Time-Series Prediction. Nonlinear State Estimation. Dynamic Reconstruction of Chaotic Processes. Discussion. Appendix of Notes to the Text. References. Index.