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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kamimura, Ryotaro
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore ; River Edge, N.J. : World Scientific, ©2002.
Temas:
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
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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