Combining Neural Networks and Principal Component Analysis

ORAL

Abstract

Several results regarding the rate of convergence and accuracy of neural network calculations supplemented by principal component analysis are presented and discussed. These suggest a simple procedure for integrating the two methods.

* The Natural Sciences and Engineering Research Council of Canada (NSERC) is acknowledged for financial support.

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Publication: D. Yevick, K. Suszek, in preparation (Arxiv)

Presenters

  • Karolina Suszek

    University of Waterloo

Authors

  • David O Yevick

    University of Waterloo

  • Karolina Suszek

    University of Waterloo