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Introduction to Neural Networks for Java, 2nd Edition
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  • Title Introduction to Neural Networks for Java, 2nd Edition
  • Author(s) Jeff T Heaton
  • Publisher: Heaton Research, Inc.; 2 edition (October 1, 2008)
  • Paperback 440 pages
  • eBook Online
  • Language: English
  • ISBN-10: 1604390085
  • ISBN-13: 978-1604390087
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Book Description

Introduction to Neural Networks with Java, Second Edition, introduces the Java programmer to the world of Neural Networks and Artificial Intelligence. Neural network architectures, such as the feedforward, Hopfield, and self-organizing map architectures are discussed. Training techniques, such as backpropagation, genetic algorithms and simulated annealing are also introduced. Practical examples are given for each neural network. Examples include the traveling salesman problem, handwriting recognition, financial prediction, game strategy, mathematical functions, and Internet bots. All Java source code is available online for easy downloading.

About the Authors
  • Jeff Heaton is an author, college instructor, and consultant. Jeff lives in Chesterfield (St. Louis), Missouri. The author of seven books and over two dozen journal and magazine articles, Jeff specializes in Internet, socket-level/spidering and Artificial Intelligence programming. Jeff has worked with companies such as MasterCard, Anheuser-Busch and Boeing. A Sun Certified Java Programmer and a Senior Member of the IEEE. Jeff holds a Masters Degree in Information Management from Washington University in St. Louis.
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