eBook - PDF
Neural Networks And Computing: Learning Algorithms And Applications
Learning Algorithms and Applications
Tommy Wai-shing Chow, David Siu-yeung Cho
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- 324 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Neural Networks And Computing: Learning Algorithms And Applications
Learning Algorithms and Applications
Tommy Wai-shing Chow, David Siu-yeung Cho
Book details
Table of contents
Citations
About This Book
This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications.
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Yes, you can access Neural Networks And Computing: Learning Algorithms And Applications by Tommy Wai-shing Chow, David Siu-yeung Cho in PDF and/or ePUB format, as well as other popular books in Ciencia de la computación & Redes neuronales. We have over one million books available in our catalogue for you to explore.
Information
Subtopic
Redes neuronalesTable of contents
- Contents
- Preface
- 1. Introduction
- 2. Learning Performance and Enhancement
- 3. Generalization and Performance Enhancement
- 4. Basis Function Networks for Classification
- 5. Self-organizing Maps
- 6 Classification and Feature Selection
- 7. Engineering Applications
- Bibliography
- Index
Citation styles for Neural Networks And Computing: Learning Algorithms And Applications
APA 6 Citation
Chow, T. W., & Cho, D. S. (2007). Neural Networks And Computing: Learning Algorithms And Applications ([edition unavailable]). World Scientific Publishing Company. Retrieved from https://www.perlego.com/book/849116/neural-networks-and-computing-learning-algorithms-and-applications-learning-algorithms-and-applications-pdf (Original work published 2007)
Chicago Citation
Chow, Tommy Wai-shing, and David Siu-yeung Cho. (2007) 2007. Neural Networks And Computing: Learning Algorithms And Applications. [Edition unavailable]. World Scientific Publishing Company. https://www.perlego.com/book/849116/neural-networks-and-computing-learning-algorithms-and-applications-learning-algorithms-and-applications-pdf.
Harvard Citation
Chow, T. W. and Cho, D. S. (2007) Neural Networks And Computing: Learning Algorithms And Applications. [edition unavailable]. World Scientific Publishing Company. Available at: https://www.perlego.com/book/849116/neural-networks-and-computing-learning-algorithms-and-applications-learning-algorithms-and-applications-pdf (Accessed: 14 October 2022).
MLA 7 Citation
Chow, Tommy Wai-shing, and David Siu-yeung Cho. Neural Networks And Computing: Learning Algorithms And Applications. [edition unavailable]. World Scientific Publishing Company, 2007. Web. 14 Oct. 2022.