Holographic Reduced Representation : Distributed Representation for Cognitive Structures

Name: Holographic Reduced Representation
Brand: Centre for the Study of Language & Information
SKU: 9781575864303
Price: 4300 KES
Availability: OutOfStock
ISBN: 9781575864303

by Tony A. Plate

Book Details

Format Paperback / softback

Book Series Lecture Notes

ISBN-10 1575864304

ISBN-13 9781575864303

Publisher Centre for the Study of Language & Information

Imprint Centre for the Study of Language & Information

Country of Manufacture GB

Country of Publication GB

Publication Date Apr 1st, 2003

Print length 250 Pages

Weight 428 grams

Dimensions 15.50 x 22.90 x 1.70 cms

Product Classification: Science: general issues Expert systems / knowledge-based systems

KSh 4,300.00

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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.

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