Introduction to Neural Networks with Java
- ISBN-10
- 1604390085
- ISBN-13
- 9781604390087
- Category
- Artificial intelligence
- Pages
- 440
- Language
- English
- Published
- 2008
- Publisher
- Heaton Research, Inc.
- Author
- Jeff Heaton
Description
Introduction to Neural Networks in 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 networks 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, learning mathematical functions and special application to Internet bots. All Java source code can be downloaded online.
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