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...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore ; River Edge, N.J. :
World Scientific,
©2002.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 online resource |
| Bibliographie: | Includes bibliographical references (pages 197-203). |
| ISBN: | 9789812778598 9812778594 |
Internformat
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| 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. | ||
| 650 | 0 | |a Automatic speech recognition. |0 http://id.loc.gov/authorities/subjects/sh85010109 | |
| 650 | 0 | |a Entropy (Information theory) |0 http://id.loc.gov/authorities/subjects/sh85044152 | |
| 650 | 0 | |a Neural computers. |0 http://id.loc.gov/authorities/subjects/sh87008041 | |
| 650 | 0 | |a Neural networks (Computer science) |0 http://id.loc.gov/authorities/subjects/sh90001937 | |
| 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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| contents | 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. |
| ctrlnum | (OCoLC)794370070 |
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| discipline | Informatik |
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| id | ZDB-4-EBA-ocn794370070 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:18:24Z |
| institution | BVB |
| isbn | 9789812778598 9812778594 |
| language | English |
| oclc_num | 794370070 |
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| publisher | World Scientific, |
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| spelling | Kamimura, Ryotaro. Information theoretic neural computation / Ryotaro Kamimura. Singapore ; River Edge, N.J. : World Scientific, ©2002. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references (pages 197-203). 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. 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. Automatic speech recognition. http://id.loc.gov/authorities/subjects/sh85010109 Entropy (Information theory) http://id.loc.gov/authorities/subjects/sh85044152 Neural computers. http://id.loc.gov/authorities/subjects/sh87008041 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Reconnaissance automatique de la parole. Entropie (Théorie de l'information) Ordinateurs neuronaux. Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. bisacsh Automatic speech recognition fast Entropy (Information theory) fast Neural computers fast Neural networks (Computer science) fast 9810240759 9789810240752 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514089 Volltext |
| spellingShingle | Kamimura, Ryotaro Information theoretic neural computation / 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. Automatic speech recognition. http://id.loc.gov/authorities/subjects/sh85010109 Entropy (Information theory) http://id.loc.gov/authorities/subjects/sh85044152 Neural computers. http://id.loc.gov/authorities/subjects/sh87008041 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Reconnaissance automatique de la parole. Entropie (Théorie de l'information) Ordinateurs neuronaux. Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. bisacsh Automatic speech recognition fast Entropy (Information theory) fast Neural computers fast Neural networks (Computer science) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85010109 http://id.loc.gov/authorities/subjects/sh85044152 http://id.loc.gov/authorities/subjects/sh87008041 http://id.loc.gov/authorities/subjects/sh90001937 |
| title | Information theoretic neural computation / |
| title_auth | Information theoretic neural computation / |
| title_exact_search | Information theoretic neural computation / |
| title_full | Information theoretic neural computation / Ryotaro Kamimura. |
| title_fullStr | Information theoretic neural computation / Ryotaro Kamimura. |
| title_full_unstemmed | Information theoretic neural computation / Ryotaro Kamimura. |
| title_short | Information theoretic neural computation / |
| title_sort | information theoretic neural computation |
| topic | Automatic speech recognition. http://id.loc.gov/authorities/subjects/sh85010109 Entropy (Information theory) http://id.loc.gov/authorities/subjects/sh85044152 Neural computers. http://id.loc.gov/authorities/subjects/sh87008041 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Reconnaissance automatique de la parole. Entropie (Théorie de l'information) Ordinateurs neuronaux. Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. bisacsh Automatic speech recognition fast Entropy (Information theory) fast Neural computers fast Neural networks (Computer science) fast |
| topic_facet | Automatic speech recognition. Entropy (Information theory) Neural computers. Neural networks (Computer science) Reconnaissance automatique de la parole. Entropie (Théorie de l'information) Ordinateurs neuronaux. Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. Automatic speech recognition Neural computers |
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| work_keys_str_mv | AT kamimuraryotaro informationtheoreticneuralcomputation |