Applications of Artificial Neural Networks
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Book 1
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Book 1
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Book 1
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Applications of Artificial Neural Networks

Applications of Artificial Neural Networks


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About the Book

In recent years there has been a resurgence of interest in neural networks and parallel processing. Neural computing is a radically different approach to computer systems and is similar to the processes thought to take place in the human brain. A key advantage is that such networks are trainable without the need to develop and input complex computer programs, and can offer solutions to problems not amenable to conventional techniques, particularly in the fields of machine vision, linear control of non-linear plant, pattern recognition and modelling of chaotic systems. This report reviews the present state-of-the-art in neural networks, the principles and technology involved and some possible architectures. The book discusses the type of problem for which neural computing is appropriate, current successful implementations of classification problems and possible future implementations. It is forecast that the next ten years will see a rapid growth in the application of neural networks in control, signal and image processing applications.

Table of Contents:
Part 1 Basics of neural networks: history of artificial neural networks; what are artificial neural networks? Part 2 Introduction to neural network technology: neuron implementation; synaptic interconnection; network topologies; training and learning methodologies; training and learning algorithms; what are the different types used for?; how are neural networks inplemented? Part 3 Current state of the field: current computing technology and its limits; computing power in the medium-term future; comparison between computers and neural networks. Part 4 Present applications and problems: successful applications; types of task that neural networks can perform; possible applications for ERA members; viability of neural network technology to applications. Part 5 Demonstration: general introduction; fabric inspection application; ground probing radar application; conclusion to demonstration. Part 6 Future problems: the interconnection problem; the verification problem; the training problem and large neural networks.


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Product Details
  • ISBN-13: 9780700805808
  • Publisher: ERA Technology Ltd
  • Publisher Imprint: ERA Technology Ltd
  • Height: 297 mm
  • ISBN-10: 070080580X
  • Publisher Date: /12/1992
  • Binding: Spiral bound
  • Width: 210 mm


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