| Description |
1 online resource (x, 139 pages) : illustrations |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Note |
On t.p.: Neural Computing Applications Forum. |
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"Commissioned for [Neural Computing Applications Forum] members"--Page ix |
| Bibliography |
Includes bibliographical references and index. |
| Note |
Print version record. |
| Contents |
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. |
| Summary |
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 they cannot solve every problem and consequently their application must be chosen carefully and appropriately. This book outlines how best to make use of neural networks. It enables newcomers to the technology to construct robust and meaningful non-linear models and classifiers and benefits the more. |
| Access |
Use copy Restrictions unspecified star MiAaHDL |
| Reproduction |
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2011. MiAaHDL |
| System Details |
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL |
| Processing Action |
digitized 2011 HathiTrust Digital Library committed to preserve pda MiAaHDL |
| Language |
English. |
| Subject |
Neural networks (Computer science)
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Neural computers.
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Réseaux neuronaux (Informatique)
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Ordinateurs neuronaux.
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COMPUTERS -- Neural Networks.
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Neural computers
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Neural networks (Computer science)
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Ordinateurs neuronaux.
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Réseaux neuronaux (informatique)
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| Added Author |
Neural Computing Applications Forum.
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| Other Form: |
Print version: Tarassenko, Lionel. Guide to neural computing applications. London : Arnold ; New York : Co-published in North, Central, and South America by John Wiley, ©1998 0340705892 9780340705896 (DLC) 98140310 (OCoLC)39182577 |
| ISBN |
9780080512600 (electronic bk.) |
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0080512607 (electronic bk.) |
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1281049972 |
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9781281049971 |
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9786611049973 |
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6611049975 |
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9780340705896 |
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0340705892 |
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0471255505 (Wiley) |
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9780471255505 (Wiley) |
| Standard No. |
AU@ 000051554211 |
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CHNEW 001007341 |
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DEBBG BV042316105 |
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DEBBG BV043044950 |
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DEBSZ 405308981 |
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DEBSZ 422169072 |
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GBVCP 802390625 |
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NZ1 12435088 |
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