Holographic Reduced Representation : Distributed Representation for Cognitive Structures
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 issuesExpert systems / knowledge-based systems
AI Summary
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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