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Limitations and future trends in neural computation /
This work reports critical analyses on complexity issues in the continuum setting and on generalization to new examples, which are two basic milestones in learning from examples in connectionist models. It also covers up-to-date developments in computational mathematics.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | |
| Formato: | Electrónico Congresos, conferencias eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam ; Burke, VA : Tokyo :
IOS Press ; Ohmsha,
©2003.
|
| Colección: | NATO science series. Computer and systems sciences ;
v. 186. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 111 | 2 | |a NATO Advanced Research Workshop on Limitations and Future Trends in Neural Computation |d (2001 : |c Siena, Italy) | |
| 245 | 1 | 0 | |a Limitations and future trends in neural computation / |c edited by Sergey Ablameyko [and others]. |
| 260 | |a Amsterdam ; |a Burke, VA : |b IOS Press ; |a Tokyo : |b Ohmsha, |c ©2003. | ||
| 300 | |a 1 online resource (ix, 245 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 490 | 1 | |a NATO science series. Series III, Computer and systems sciences, |x 1387-6694 ; |v v. 186 | |
| 500 | |a "Published in cooperation with NATO Scientific Affairs Division." | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Cover; Title page; Preface; Contents; Chapter 1. Continuous Problem Solving and Computational Suspiciousness; Chapter 2. The Complexity of Computing with Continuous Time Devices; Chapter 3. Energy-Based Computation with Symmetric Hopfield Nets; Chapter 4. Computational Complexity and the Elusiveness of Global Optima; Chapter 5. Impact of Neural Networks on Signal Processing and Communications; Chapter 6. From Clustering Data to Traveling as a Salesman: Empirical Risk Approximation as a Learning Theory; Chapter 7. Learning High-dimensional Data. | |
| 520 | |a This work reports critical analyses on complexity issues in the continuum setting and on generalization to new examples, which are two basic milestones in learning from examples in connectionist models. It also covers up-to-date developments in computational mathematics. | ||
| 588 | 0 | |a Print version record. | |
| 546 | |a English. | ||
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Neural networks (Computer science) |v Congresses. | |
| 650 | 0 | |a Neural computers |v Congresses. | |
| 650 | 6 | |a Réseaux neuronaux (Informatique) |v Congrès. | |
| 650 | 6 | |a Ordinateurs neuronaux |v Congrès. | |
| 650 | 7 | |a COMPUTERS |x Neural Networks. |2 bisacsh | |
| 650 | 7 | |a Neural computers |2 fast | |
| 650 | 7 | |a Neural networks (Computer science) |2 fast | |
| 655 | 7 | |a Conference papers and proceedings |2 fast | |
| 700 | 1 | |a Ablameyko, Sergey, |d 1956- | |
| 758 | |i has work: |a Limitations and Future Trends in Neural Computation (Text) |1 https://id.oclc.org/worldcat/entity/E39PCYxBrpYQ6QfcP3GcmJVCFC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a NATO Advanced Research Workshop on Limitations and Future Trends in Neural Computation (2001 : Siena, Italy). |t Limitations and future trends in neural computation. |d Amsterdam ; Burke, VA : IOS Press ; Tokyo : Ohmsha, ©2003 |w (DLC) 2003101038 |
| 830 | 0 | |a NATO science series. |n Series III, |p Computer and systems sciences ; |v v. 186. |x 1387-6694 | |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=267513 |z Texto completo |
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