Download WordPress Themes, Happy Birthday Wishes
Home » Computer » Neural Network Design

Neural Network Design

  • Category: Computer
  • Author: Martin T. Hagan
  • Pages: 800 pages
  • File type: PDF (1012 pages, 11 MB)

Read and download free eBook intituled Neural Network Design in format PDF (1012 pages, 11 MB) – 800 pages created by Martin T. Hagan.


This book, by the authors of the Neural Network Toolbox for MATLAB, provides a clear and detailed coverage of fundamental neural network architectures and learning rules.

In it, the authors emphasize a coherent presentation of the principal neural networks, methods for training them and their applications to practical problems. Features Extensive coverage of training methods for both feedforward networks (including multilayer and radial basis networks) and recurrent networks.

In addition to conjugate gradient and Levenberg-Marquardt variations of the backpropagation algorithm, the text also covers Bayesian regularization and early stopping, which ensure the generalization ability of trained networks. Associative and competitive networks, including feature maps and learning vector quantization, are explained with simple building blocks.

Read and Download Links:

Neural Network Design


READ  Physical Audio Signal Processing: for Musical Instruments and Audio Effects

Leave a Reply

Your email address will not be published. Required fields are marked *



Check Also

Operating Systems An introduction to Unix, and Operating Systems Theory

Read and download free Book intituled Operating Systems An introduction to Unix, and Operating Systems Theory in format PDF written by Hugh Murrell.