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Information theoretic neural computation /
In order to develop new types of information media and technology, it is essential to model complex and flexible information processing in living systems. This book presents a new approach to modeling complex information processing in living systems. Traditional information-theoretic methods in neur...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Singapore ; River Edge, N.J. :
World Scientific,
©2002.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Kamimura, Ryotaro. | |
| 245 | 1 | 0 | |a Information theoretic neural computation / |c Ryotaro Kamimura. |
| 260 | |a Singapore ; |a River Edge, N.J. : |b World Scientific, |c ©2002. | ||
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references (pages 197-203). | ||
| 505 | 0 | |a 1. Introduction -- 2. Information in Neural Networks -- 3. Information Minimization -- 4. Information Maximization -- 5. Constrained Information Maximization -- 6. Neural Feature Detectors -- 7. Information Maximization and Minimization -- 8. Information Controller -- 9. Information Control by [alpha]-Entropy -- 10. Integrated Information Processing Systems -- App. A. Data Description -- App. B. Sonority. | |
| 520 | |a In order to develop new types of information media and technology, it is essential to model complex and flexible information processing in living systems. This book presents a new approach to modeling complex information processing in living systems. Traditional information-theoretic methods in neural networks are unified in one framework, i.e. a-entropy. This new approach will enable information systems such as computers to imitate and simulate human complex behavior and to uncover the deepest secrets of the human mind. | ||
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Automatic speech recognition. | |
| 650 | 0 | |a Entropy (Information theory) | |
| 650 | 0 | |a Neural computers. | |
| 650 | 0 | |a Neural networks (Computer science) | |
| 650 | 6 | |a Reconnaissance automatique de la parole. | |
| 650 | 6 | |a Entropie (Théorie de l'information) | |
| 650 | 6 | |a Ordinateurs neuronaux. | |
| 650 | 6 | |a Réseaux neuronaux (Informatique) | |
| 650 | 7 | |a COMPUTERS |x Neural Networks. |2 bisacsh | |
| 650 | 7 | |a Automatic speech recognition |2 fast | |
| 650 | 7 | |a Entropy (Information theory) |2 fast | |
| 650 | 7 | |a Neural computers |2 fast | |
| 650 | 7 | |a Neural networks (Computer science) |2 fast | |
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