Regularized radial basis function networks : theory and applications

書誌事項

Regularized radial basis function networks : theory and applications

Paul Van Yee, Simon Haykin

(Adaptive and learning systems for signal processing, communications, and control)

Wiley, c2001

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内容説明・目次

内容説明

Simon Haykin is a well-known author of books on neural networks. * An authoritative book dealing with cutting edge technology. * This book has no competition.

目次

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.

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