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Paper Abstract and Keywords
Presentation 2009-10-23 16:25
An Associative Memory with Online Learning and Temporal Memory
Wataru Kasai, Naoya Makibuchi, Osamu Hasegawa (Tokyo Inst. of Tech.) NC2009-41
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose new system to realize some useful functions needed for the associative memory. By building three-layer network, proposed method is able to realize the following tasks: Store and recall binary or non-binary information; Incrementally learn the key vectors and associated vectors without limitation of memory; Store and recall the temporal information; Realize one-to-one, one-to-many, many-to-one, and many-to-many association; Recall information from noise-polluted inputs. The efficiency of our method is compared against the other methods with artificial data, binary data, real-value data, and temporal sequences.
Keyword (in Japanese) (See Japanese page) 
(in English) Associative Memory / Online Learning / Temporal Memory / Many-to-many association / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 252, NC2009-41, pp. 25-30, Oct. 2009.
Paper # NC2009-41 
Date of Issue 2009-10-16 (NC) 
ISSN Print edition: ISSN 0913-5685  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 NC2009-41

Conference Information
Committee NC  
Conference Date 2009-10-23 - 2009-10-24 
Place (in Japanese) (See Japanese page) 
Place (in English) Saga University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2009-10-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Associative Memory with Online Learning and Temporal Memory 
Sub Title (in English)  
Keyword(1) Associative Memory  
Keyword(2) Online Learning  
Keyword(3) Temporal Memory  
Keyword(4) Many-to-many association  
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1st Author's Name Wataru Kasai  
1st Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
2nd Author's Name Naoya Makibuchi  
2nd Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
3rd Author's Name Osamu Hasegawa  
3rd Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
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Speaker
Date Time 2009-10-23 16:25:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2009-41 
Volume (vol) IEICE-109 
Number (no) no.252 
Page pp.25-30 
#Pages IEICE-6 
Date of Issue IEICE-NC-2009-10-16 


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