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How to Build a BrainA Neural Architecture for Biological Cognition$
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Chris Eliasmith

Print publication date: 2013

Print ISBN-13: 9780199794546

Published to Oxford Scholarship Online: January 2014

DOI: 10.1093/acprof:oso/9780199794546.001.0001

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PRINTED FROM OXFORD SCHOLARSHIP ONLINE (oxford.universitypressscholarship.com). (c) Copyright Oxford University Press, 2020. All Rights Reserved. An individual user may print out a PDF of a single chapter of a monograph in OSO for personal use. date: 23 November 2020

. Biological Cognition–Syntax

. Biological Cognition–Syntax

Chapter:
(p.121) 4. Biological Cognition–Syntax
Source:
How to Build a Brain
Author(s):

C. Eliasmith

T. Stewart

D. Rasmussen

Chris Eliasmith

Publisher:
Oxford University Press
DOI:10.1093/acprof:oso/9780199794546.003.0004

A method for using semantic pointers to encode syntactic relations in a spiking network is introduced in chapter 4. The method allows binding of different semantic pointers by combining them in a nonlinear manner. This method is demonstrated in a model of fluid intelligence. Methods for learning structural manipulations, and the scalability of the approach are discussed. The chapter concludes with a consideration of using this method of binding to account for complex lexical semantics. Tutorial: Structured representations in neurons

Keywords:   binding, syntax, lexical semantics, circular convolution, fluid intelligence

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