Applying Neural Networks: A Practical Guide,Used

Applying Neural Networks: A Practical Guide,Used

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In this computerbased era, neural networks are an invaluable tool. They have been applied extensively in business forecasting, machine health monitoring, process control, and laboratory data analysis due to their modeling capabilities. There are numerous applications for neural networks, but a great deal of care and expertise is necessary to keep a neuralbased project in working order.This allinclusive coverage gives you everything you need to put neural networks into practice. This informative book shows the reader how to plan, run, and benefit from a neuralbased project without running into the roadblocks that often crop up. Theauthor uses the most popular type of neural network, the MultiLayer Perceptron, and presents every step of its development. Each chapter presents a subsequent stage in network development through easytofollow discussion. Every decision and possible problem is considered in depth, and solutions are offered. The book includes a howtodoit reference section, and a set of worked examples. The second half of the book examines the sucessful application of neural networks in fields including signal processing, financial prediction, business decision support, and process monitoring and control. The book comes complete with a disk containing C and C++ programs to get you started.Key Features*Divides chapters into three sections for quick reference: Discussion, How to do it, and Examples* Examines many case studies and real world examples to illustrate the methods presented* Includes a disk with C and C++ programs which implement many of the techniques discussed in the text* Allows the reader to devolop a neural network based solution

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