portada Holographic Reduced Representation: Distributed Representation for Cognitive Structures Volume 150 (en Inglés)

Holographic Reduced Representation: Distributed Representation for Cognitive Structures Volume 150 (en Inglés)

Formato

Libro Físico

Autor

Tony A. Plate

Editorial

Center for the Study of Language and Informat

Año

2003

Idioma

Inglés

N° páginas

250

Encuadernación

Tapa Blanda

Dimensiones

23.3x15.4x1.7 cm

Peso

0.42 kg.

ISBN

1575864304

ISBN13

9781575864303

Categorías

Sistemas expertos/sistemas basados en el conocimiento
Redes neuronales y sistemas difusos

Holographic Reduced Representation: Distributed Representation for Cognitive Structures Volume 150 (en Inglés)

Tony A. Plate (Autor) · Center for the Study of Language and Informat · Tapa Blanda

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Reseña del libro "Holographic Reduced Representation: Distributed Representation for Cognitive Structures Volume 150 (en Inglés)"

While neuroscientists garner success in identifying brain regions and in analyzing individual neurons, ground is still being broken at the intermediate scale of understanding how neurons combine to encode information. This book proposes a method of representing information in a computer that would be suited for modeling the brain's methods of processing information. Holographic Reduced Representations (HRRs) are introduced here to model how the brain distributes each piece of information among thousands of neurons. It had been previously thought that the grammatical structure of a language cannot be encoded practically in a distributed representation, but HRRs can overcome the problems of earlier proposals. Thus this work has implications for psychology, neuroscience, linguistics, and computer science, and engineering.