ENGLISH

Introduction to Neural Networks with Java, 2nd Edition

By Jeff Heaton

Book information

Publisher
Inc., Heaton Research
Year
2008
ISBN
1604390085, 9781604390087
Language
english
Format
PDF
Filesize
3 MB (3669961 bytes)
Edition
2
Pages
442\442
Scanned
yes
Time added
2012-03-17 06:00:00
Информатика и вычислительная техника;Искусственный

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.

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