1st Edition

Industrial Applications of Neural Networks



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ISBN 9780849398025
Published October 28, 1998 by CRC Press
344 Pages

USD $250.00

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Book Description

Industrial Applications of Neural Networks explores the success of neural networks in different areas of engineering endeavors. Each chapter shows how the power of neural networks can be exploited in modern engineering applications.
The first seven chapters focus on image processing as well as industrial or manufacturing perspectives. Topics discussed include:

  • shape recognition
  • shape from shading
  • aircraft detection in SAR images
  • visualization of high-dimensional data bases of industrial systems
  • 3-D object learning and recognition from multiple 2-D views
  • fingerprint classification
  • performance optimization in flexible manufacturing systems
    The remaining chapters address issues and applications in the expansive area of multimedia communications as well as mobile and cellular communications.
  • Table of Contents

    On-Line Shape Recognition with Incremental Training Using Neural Networks with Binary Synaptic Weights, F. Ulgen, N. Akamatsu, and M. Fukumi - Japan
    Neural Network Approaches to Shape from Shading, G.Q. Wei and G. Hirzinger - Germany
    Neural Networks and Fuzzy Reasoning to Detect Aircraft in SAR Images, A. Filippidis, L.C. Jain, and N.M. Martin - Australia
    The Self-Organising Map in Industry Analysis, O. Simula, P. Vasara, J. Vesanto, and R.R. Helminen - Finland
    A Self-Organizing Architecture for Invariant 3-D Object Learning and Recognition from Multiple 2-D Views, S. Grossberg and G. Bradski - United States
    Industrial Applications of Hierarchical Neural Networks: Character Recognition and Finger Print Classification, U. Halici, A. Erol, and G. Ongun - Turkey
    Neural Networks for Performance Optimization in Flexible Manufacturing Systems, S. Cavalieri - Italy
    Channel Assignment in Mobile Communication Networks - A Computational Intelligence Approach, G. Wang and N. Ansari - United States
    Application of Cellular Compact Neural Networks in Digital Communications, B.J. Sheu, M.Y. Wang, and W.C. Young - United States
    Neural Networks for Process Scheduling in Communications Systems, S. Cavalieri and O. Mirabella - Italy

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