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Paper Abstract and Keywords
Presentation 2019-03-05 16:40
Functional verification of human inference system based on a value driven associative memory
Masahiro Miyata, Takashi Omori (Tamagawa Univ) NC2018-73
Abstract (in Japanese) (See Japanese page) 
(in English) Humans use two types of inferences: intuitive and logical. However, they are studied separately. A site for logical inference has not been found in the brain, but modeling it as a distributed neural network form is desirable. In this study, we propose an inference model of an intuitive search process in continuous and distributed associative memory (AM), and it switches to a symbolic mode, in which each step of association converges to a stable state of self-recollection, realizing step-by-step logic. Switching is evoked by biasing the associative gain upon finding a valued state during the intuitive inference. In this study, we show the functional verification by switching the inference system. We discuss the usefulness of the proposed inference system.
Keyword (in Japanese) (See Japanese page) 
(in English) Human inference system / Intuitive inference / Logical inference / Associative memory model / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 470, NC2018-73, pp. 157-162, March 2019.
Paper # NC2018-73 
Date of Issue 2019-02-25 (NC) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NC2018-73

Conference Information
Committee NC MBE  
Conference Date 2019-03-04 - 2019-03-06 
Place (in Japanese) (See Japanese page) 
Place (in English) University of Electro Communications 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2019-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Functional verification of human inference system based on a value driven associative memory 
Sub Title (in English)  
Keyword(1) Human inference system  
Keyword(2) Intuitive inference  
Keyword(3) Logical inference  
Keyword(4) Associative memory model  
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1st Author's Name Masahiro Miyata  
1st Author's Affiliation Tamagawa University (Tamagawa Univ)
2nd Author's Name Takashi Omori  
2nd Author's Affiliation Tamagawa University (Tamagawa Univ)
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Speaker Author-1 
Date Time 2019-03-05 16:40:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2018-73 
Volume (vol) vol.118 
Number (no) no.470 
Page pp.157-162 
#Pages 6 
Date of Issue 2019-02-25 (NC) 

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