Java Neural Network v.1

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Programming Neural Networks in Java will show the intermediate to advanced Java programmer how to create neural networks. This book attempts to teach neural network programming through two mechanisms. First the reader is shown how to create a reusable neural network package that could be used in any Java program. Second, this reusable neural network package is applied to several real world problems that are commonly faced by IS programmers. This book covers such topics as Kohonen neural networks, multi layer neural networks, training, back propagation, and many other topics. Chapter 1: Introduction to Neural Networks Chapter 2: Understanding Neural Networks Chapter 3: Using Multilayer Neural Networks Chapter 4: How a Machine Learns Chapter 5: Understanding Back Propagation Chapter 6: Understanding the Kohonen Neural Network Chapter 7: OCR with the Kohonen Neural Network Chapter 8: Understanding Genetic Algorithms Chapter 9: Understanding Simulated Annealing Chapter 10: Eluding Local Minima Appendix A. JOONE Reference Appendix B. Mathematical Background Appendix C. Compiling Examples under Windows Appendix D. Compiling Examples under Linux/UNIX

Programming Neural Networks in Java will show ...

 
  • Java Neural Network
  • 1
  • Heaton Research, Inc
  • Windows 2003, XP, 2000, 98, Me
  • Freeware
  • 92 Kb
  • 351
  • Free
 
 

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