Skip to main content
SpringerLink
Log in

Applications of Neural Networks

  • Book
  • © 1995

Overview

Editors:
  1. Alan F. Murray

    1. The University of Edinburgh, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 189.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (13 chapters)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Introduction

    1. Neural Architectures and Algorithms

      • Alan Murray
      Pages 1-33

  3. Supervised Training

    1. Pattern Recognition and Classification

      1. Face Finding in Images
        • John M. Vincent
        Pages 35-70
      2. Sex Recognition from Faces Using Neural Networks
        • B. Golomb, T. Sejnowski
        Pages 71-92

    2. Diagnosis and Monitoring

      1. ANN Based Classification of Arrhythmias
        • M. Jabri, S. Pickard, P. Leong, Z. Chi, E. Tinker, R. Coggins et al.
        Pages 93-112
      2. Classification of Cells in Cervical Smears
        • Mathilde E. Boon, L. P. Kok
        Pages 113-131
      3. Multiphase flow monitoring in oil pipelines
        • Chris M. Bishop
        Pages 133-155

    3. Prediction and Control

      1. Electrical Load Forecasting
        • Yuan-Yih Hsu, Chien-Chun Yang
        Pages 157-189
      2. On the Application of Artificial Neural Networks to Process Control
        • M. J. Willis, G. A. Montague, C. Peel
        Pages 191-219
      3. Nested Networks for Robot Control
        • Arjen Jansen, Patrick van der Smagt, Frans Groen
        Pages 221-239

    4. Signal Processing

      1. Adaptive Equalisation using Neural Networks
        • Sheng Chen
        Pages 241-265

  4. Unsupervised Training

    1. Temporal Sequences — Reinforcement Learning

      1. TD-Gammon: A Self-Teaching Backgammon Program
        • Gerald Tesauro
        Pages 267-285
      2. Temporal Difference Learning: A Chemical Process Control Application
        • Scott Miller, Ronald J. Williams
        Pages 287-303

    2. Mixed- Mode (Supervised and Unsupervised) Training

      1. Automated Sleep EEg Analysis using an RBF Network
        • Stephen Roberts, Lionel Tarassenko
        Pages 305-320

  5. Back Matter

    Pages 321-322
    Download chapter PDF
Back to top

Keywords

About this book

Applications of Neural Networks gives a detailed description of 13 practical applications of neural networks, selected because the tasks performed by the neural networks are real and significant. The contributions are from leading researchers in neural networks and, as a whole, provide a balanced coverage across a range of application areas and algorithms. The book is divided into three sections. Section A is an introduction to neural networks for nonspecialists. Section B looks at examples of applications using `Supervised Training'. Section C presents a number of examples of `Unsupervised Training'.
For neural network enthusiasts and interested, open-minded sceptics. The book leads the latter through the fundamentals into a convincing and varied series of neural success stories -- described carefully and honestly without over-claiming. Applications of Neural Networks is essential reading for all researchers and designers who are tasked with using neural networks in real life applications.

Editors and Affiliations

  • The University of Edinburgh, UK

    Alan F. Murray

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation