Paper Abstract and Keywords |
Presentation |
2016-01-29 14:00
Analysis of spurious memories in hysteresis associative memories Takahiro Ishikawa, Kei Yamaoka, Toshimichi Saito (HU) NC2015-62 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The hysteresis neural network is a continuous-time network characterized by binary hysteresis activation function.
The dynamics is described by a piecewise linear differential equation and can be analyzed precisely.
The network has been applied to various systems including associative memories.
In the associative memories, we have a theoretical result that guarantees storage of any number of desired memories.
However, it is hard to suppress spurious memories.
Performing numerical experiments based on the full search of a class of desired memories,
we investigate the relation between connection parameters and the number of spurious memories. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
associative memories / / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 426, NC2015-62, pp. 29-32, Jan. 2016. |
Paper # |
NC2015-62 |
Date of Issue |
2016-01-21 (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) |
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NC2015-62 |
Conference Information |
Committee |
NC NLP |
Conference Date |
2016-01-28 - 2016-01-29 |
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 |
2016-01-NC-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Analysis of spurious memories in hysteresis associative memories |
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associative memories |
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1st Author's Name |
Takahiro Ishikawa |
1st Author's Affiliation |
Hosei University (HU) |
2nd Author's Name |
Kei Yamaoka |
2nd Author's Affiliation |
Hosei University (HU) |
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Toshimichi Saito |
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Hosei University (HU) |
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Speaker |
Author-1 |
Date Time |
2016-01-29 14:00:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2015-62 |
Volume (vol) |
vol.115 |
Number (no) |
no.426 |
Page |
pp.29-32 |
#Pages |
4 |
Date of Issue |
2016-01-21 (NC) |
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