Oscillatory neural networks : in problems of parallel information processing /

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Neural-like oscillatory network models allow to elucidate the possibilities of dynamical, synchronization-based types of image processing exploited by the brain. The oscillatory network capabilities, studied by means of computer modeling and qualitative analysis, are presented and discussed in this...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kuzʹmina, M. G. (Margarita Georgievna)
Otros Autores: Manykin, Ė. A. (Ėduard Anatolʹevich), Grichuk, E. S. (Evgeniĭ Sergeevich)
Formato: Electrónico eBook
Idioma:Inglés
Ruso
Publicado: Berlin ; Boston : Walter de Gruyter GmbH & Co. KG, [2014]
Temas:
Human information processing.
Neural networks (Neurobiology)
Mental Processes
Traitement de l'information chez l'être humain.
Réseaux neuronaux (Neurobiologie)
MEDICAL > Physiology.
SCIENCE > Life Sciences > Human Anatomy & Physiology.
Human information processing
Computational Mathematics.
Coupled Oscillators.
Image Processing.
Neural Networks.
Self-Organization.
Synchronization.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Preface; Acknowledgments; Contents; 1. Introduction; 2. Neural and oscillatory networks of associative memory; 3. Oscillatory networks for modeling the brain structures performance; 4. Image processing based on the oscillatory network model; 5. Parallel information processing and photon echo; 6. Stochastic oscillators for modeling polarized light beams; Summary and some perspectives; Index.

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