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| Presentation | 2012-01-26 09:50 Study on Sequential Associative Memory in Chaos Neural Network Yoshiaki Sato, Yukari Yamauchi (Nihon Univ.)  NC2011-99 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this research, we propose a model of associative memory to recall the hierarchical periodic patterns. Conventional associative memory models are possible to remember and recall similar or periodic patterns. However they are not suitable for dealing with hierarchical patterns. Examples of hierarchical patterns include the language system, a word from the letters, a sentence composed of words and so on. Previous study shows that the Chaotic Neural Network with Time Delay Term for Sequential Patterns (CNNTDSP) is able to perform the associative memory that can handle periodic patterns. This model adopts the additional weights between patterns among successive order. In addition, proposed model adopts the additional weights between patterns among successive periodic order to realize hierarchical sequence between periods. Experimental re-sults using a periodic pattern of numbers and letters show that the hierarchical periodic patterns have been correctly recalled by proposed model. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Neural Network / Chaotic Neural Network / Bidirectional Associative memory / Chaotic Neural Network with Time Delay Term for Sequential Patterns / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 419, NC2011-99, pp. 13-18, Jan. 2012. | |
| Paper # | NC2011-99 | |
| Date of Issue | 2012-01-19 (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 | NC2011-99 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2012-01-26 - 2012-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Future University Hakodate |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General, Complex Systems and Neurocomputing |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2012-01-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on Sequential Associative Memory in Chaos Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Neural Network |
| Keyword(2) | Chaotic Neural Network |
| Keyword(3) | Bidirectional Associative memory |
| Keyword(4) | Chaotic Neural Network with Time Delay Term for Sequential Patterns |
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| 1st Author's Name | Yoshiaki Sato |
| 1st Author's Affiliation | Nihon University (Nihon Univ.) |
| 2nd Author's Name | Yukari Yamauchi |
| 2nd Author's Affiliation | Nihon University (Nihon Univ.) |
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| Speaker | Author-1 |
| Date Time | 2012-01-26 09:50:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2011-99 |
| Volume (vol) | vol.111 |
| Number (no) | no.419 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2012-01-19 (NC) |
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