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Exploring neural networks with C# / Ryszard Tadeusiewicz, Rituparna Chaki, Nabendu Chaki ; programs by Tomasz Gaciarz, Barbara Borowik & Bartosz Leper.
- Format:
- Book
- Author/Creator:
- Tadeusiewicz, Ryszard, author.
- Chaki, Rituparna, author.
- Chaki, Nabendu, author.
- Language:
- English
- Subjects (All):
- C# (Computer program language).
- Neural networks (Computer science).
- Object-oriented programming languages.
- Physical Description:
- 1 online resource (296 p.)
- Edition:
- 1st edition
- Other Title:
- Exploring neural networks with C sharp
- Place of Publication:
- Boca Raton, Florida : CRC Press, 2015.
- Language Note:
- English
- System Details:
- text file
- Summary:
- The utility of artificial neural network models lies in the fact that they can be used to infer functions from observations-making them especially useful in applications where the complexity of data or tasks makes the design of such functions by hand impractical.Exploring Neural Networks with C# presents the important properties of neural networks-while keeping the complex mathematics to a minimum. Explaining how to build and use neural networks, it presents complicated information about neural networks structure, functioning, and learning in a manner that is easy to understand.Taking a ""lear
- Contents:
- Front Cover; Contents; Foreword; Preface; Acknowledgments; Chapter 1: Introduction to Natural and Artificial Neural Networks; Chapter 2: Neural Net Structure; Chapter 3: Teaching Networks; Chapter 4: Functioning of Simplest Networks; Chapter 5: Teaching Simple Linear One-Layer Neural Networks; Chapter 6: Nonlinear Networks; Chapter 7: Backpropagation; Chapter 8: Forms of Neural Network Learning; Chapter 9: Self-Learning Neural Networks; Chapter 10: Self-Organizing Neural Networks; Chapter 11: Recurrent Networks; Back Cover
- Notes:
- Description based upon print version of record.
- Includes bibliographical references.
- Description based on online resource; title from PDF title page (ebrary, viewed August 20, 2014).
- ISBN:
- 9781482233391
- 1482233398
- OCLC:
- 891381649
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