A guide to neural computing applications /
Neural networks have shown enormous potential for commercial exploitation over the last few years but it is easy to overestimate their capabilities. A few simple algorithms will learn relationships between cause and effect or organise large volumes of data into orderly and informative patterns but t...
| Основен автор: | Tarassenko, Lionel. |
|---|---|
| Автор-организации: | Neural Computing Applications Forum. |
| Формат: | Електронна книга |
| Език: | English |
| Публикувано: |
London : New York :
Arnold ; Co-published in North, Central, and South America by John Wiley,
℗♭1998.
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| Предмети: | |
| Онлайн достъп: |
http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=210416 |
| Подобни документи: |
Print version::
Guide to neural computing applications. |
Съдържание:
- Front Cover; A Guide to Neural Computing Applications; Copyright Page; Contents; Foreword; Chapter 1. Introduction; Chapter 2. Mathematical background for neural computing; Chapter 3. Managing a neural computing project; Chapter 4. Identifying applications and assessing their feasibility; Chapter 5. Neural computing hardware and software; Chapter 6. Collecting and preparing data; Chapter 7. Design, training and testing of the prototype; Chapter 8. The case studies; Chapter 9. More advanced topics; Appendix A: The error back-propagation algorithm for weight updates in an MLP.