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Holographic Reduced Representation

Name: Holographic Reduced Representation
Brand: University of Chicago Press
SKU: 05174623
Price: 32.79 EUR
Availability: InStock
Author: Tony A. Plate
ISBN: 9781575864303

Distributed Representation for Cognitive Structures

Tony A. Plate

Language

English

Book Paperback

Libristo code: 05174623

Publishers University of Chicago Press, September 2003

While neuroscientists garner success in identifying brain regions and in analyzing individual neuron... Full description

Libristo code: 05174623

80 b

32.79 € VAT included

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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 modelling 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 has 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, computer science and engineering.