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Paper Abstract and Keywords
Presentation 2014-01-22 10:20
Studies on the hardware of neural associative memory with a broad basin
Jiang Jing (Tohoku Univ), Yoshihiro Hayakawa (Sendai NT), Shigeo Sato, Koji Nakajima (Tohoku Univ) NLP2013-147
Abstract (in Japanese) (See Japanese page) 
(in English) Abstract Because associative operation of the Hopfield neural network model are trapped in spurious memory, the association performance of the Hopfield neural network is reduced. In order to crush spurious memory, the inverse function delay model (ID) has been proposed, it introduced a negative resistance region, by destabilizing the patterns in spurious memory, it achieved convergence to the learned pattern. However, there is a disadvantage that ID model has two time constants, and hence the calculation cost increased. The inverse function delayless (IDL) model [1] are proposed for maintaining a broad basin size, in order to reduce the computational cost. In this text, the process of recall (overlap), the basin size and the calculation steps of IDL model are verified.

Keyword Associative memory,Accelerate function,Overlap,Basin size, Calculation steps
Keyword (in Japanese) (See Japanese page) 
(in English) Associative memory / Accelerate function / Overlap / Basin size / Calculation steps / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 383, NLP2013-147, pp. 99-102, Jan. 2014.
Paper # NLP2013-147 
Date of Issue 2014-01-14 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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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)
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Conference Information
Committee NLP  
Conference Date 2014-01-21 - 2014-01-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Niseko Park Hotel 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2014-01-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Studies on the hardware of neural associative memory with a broad basin 
Sub Title (in English)  
Keyword(1) Associative memory  
Keyword(2) Accelerate function  
Keyword(3) Overlap  
Keyword(4) Basin size  
Keyword(5) Calculation steps  
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1st Author's Name Jiang Jing  
1st Author's Affiliation Tohoku University (Tohoku Univ)
2nd Author's Name Yoshihiro Hayakawa  
2nd Author's Affiliation Sendai National College of Technology (Sendai NT)
3rd Author's Name Shigeo Sato  
3rd Author's Affiliation Tohoku University (Tohoku Univ)
4th Author's Name Koji Nakajima  
4th Author's Affiliation Tohoku University (Tohoku Univ)
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Speaker
Date Time 2014-01-22 10:20:00 
Presentation Time 20 
Registration for NLP 
Paper # IEICE-NLP2013-147 
Volume (vol) IEICE-113 
Number (no) no.383 
Page pp.99-102 
#Pages IEICE-4 
Date of Issue IEICE-NLP-2014-01-14 


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