Industrial Applications of Neural Networks: 1st Edition (Hardback) book cover

Industrial Applications of Neural Networks

1st Edition

Edited by Lakhmi C. Jain, V. Rao Vemuri

CRC Press

344 pages

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Hardback: 9780849398025
pub: 1998-10-28
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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

    About the Series

    International Series on Computational Intelligence

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    Subject Categories

    BISAC Subject Codes/Headings:
    COM051240
    COMPUTERS / Software Development & Engineering / Systems Analysis & Design
    COM059000
    COMPUTERS / Computer Engineering
    TEC009060
    TECHNOLOGY & ENGINEERING / Industrial Engineering