Description

Book Synopsis
Examining a specialised part of neural networks, with applications in control, signal processing and time series analysis, this title provides an up-to-date treatment of a class of nonlinear dynamical systems using feed forward neural network structures.

Trade Review
"…an interesting book, useful for researchers in network theory…" (Dynamical Systems Magazine, July 2006)

Table of Contents
Preface.

Feedforward Neural Networks: An Introduction (S. Haykin).

Uniform Approximation and Nonlinear Network Structures (I. Sandberg).

Robust Neural Networks (J. Lo).

Modeling, Segmentation, and Classification of Nonlinear Nonstationary Time Series (C. Fancourt & J. Principe).

Application of Feedforward Networks to Speech (S. Katagiri).

Index.

Nonlinear Dynamical Systems Feedforward Neural

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    A Hardback by Irwin W. Sandberg, James T. Lo, Craig L. Fancourt

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      Publisher: John Wiley & Sons Inc
      Publication Date: 23/01/2001
      ISBN13: 9780471349112, 978-0471349112
      ISBN10: 0471349119
      Also in:
      Automatic control engineering Electronics and communications engineering

      Description

      Book Synopsis
      Examining a specialised part of neural networks, with applications in control, signal processing and time series analysis, this title provides an up-to-date treatment of a class of nonlinear dynamical systems using feed forward neural network structures.

      Trade Review
      "…an interesting book, useful for researchers in network theory…" (Dynamical Systems Magazine, July 2006)

      Table of Contents
      Preface.

      Feedforward Neural Networks: An Introduction (S. Haykin).

      Uniform Approximation and Nonlinear Network Structures (I. Sandberg).

      Robust Neural Networks (J. Lo).

      Modeling, Segmentation, and Classification of Nonlinear Nonstationary Time Series (C. Fancourt & J. Principe).

      Application of Feedforward Networks to Speech (S. Katagiri).

      Index.

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