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| Presentation | 2015-01-29 14:35 Associative memory and amplitude death of hysteresis neural networks Kei Yamaoka, Toshimichi Saito (HU)  NC2014-58 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper studies effects of the amplitude death on the storage function of the hysteresis neural network. Applying the correlation-based learning, desired memories can be stored into the network. The amplitude death is a nonlinear phenomenon such that oscillatory state of neurons is changed into stable equilibrium state by coupling of the neurons. Performing basic numerical experiments, we suggest that the amplitude death can be effect to enlarge the domain of attraction to the stored memories. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Associative Memories / Correlation Learning / Amplitude Death / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 437, NC2014-58, pp. 7-10, Jan. 2015. | |
| Paper # | NC2014-58 | |
| Date of Issue | 2015-01-22 (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 | NC2014-58 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2015-01-29 - 2015-01-30 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2015-01-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Associative memory and amplitude death of hysteresis neural networks |
| Sub Title (in English) | |
| Keyword(1) | Associative Memories |
| Keyword(2) | Correlation Learning |
| Keyword(3) | Amplitude Death |
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| 1st Author's Name | Kei Yamaoka |
| 1st Author's Affiliation | HOSEI University (HU) |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | HOSEI University (HU) |
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| Speaker | Author-1 |
| Date Time | 2015-01-29 14:35:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2014-58 |
| Volume (vol) | vol.114 |
| Number (no) | no.437 |
| Page | pp.7-10 |
| #Pages | 4 |
| Date of Issue | 2015-01-22 (NC) |
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