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Exploring neural networks with C# / Ryszard Tadeusiewicz, Rituparna Chaki and Nabendu Chaki.

By: Contributor(s): Material type: TextTextPublication details: Boca Raton : CRC Press, 2015.Description: xvi, 282 p. : illustrations ; 26 cmISBN:
  • 9781482233391
Subject(s): DDC classification:
  • 006.32 23 T121
Contents:
1.Introduction to Natural and Artificial Neural Networks -- 2.Neural Net Structure -- 3.Teaching Networks -- 4.Functioning of Simplest Networks -- 5.Teaching Simple Linear One-Layer Neural Networks -- 6. Nonlinear Networks -- 7. Back propagation -- 8. Forms of Neural Network Learning -- 9. Self-Learning Neural Networks -- 10. Self-Organizing Neural networks -- 11. Recurrent Networks -- Index.
Summary: This book will give the skills to explore the properties of neural networks. A series of highly specific programs from integral parts of this book. The procedures and using the programs will allow to learn how to work with neural networks and evaluate the progress.
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Includes index.

1.Introduction to Natural and Artificial Neural Networks --
2.Neural Net Structure --
3.Teaching Networks --
4.Functioning of Simplest Networks --
5.Teaching Simple Linear One-Layer Neural Networks --
6. Nonlinear Networks --
7. Back propagation --
8. Forms of Neural Network Learning --
9. Self-Learning Neural Networks --
10. Self-Organizing Neural networks --
11. Recurrent Networks --
Index.

This book will give the skills to explore the properties of neural networks. A series of highly specific programs from integral parts of this book. The procedures and using the programs will allow to learn how to work with neural networks and evaluate the progress.

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