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| Presentation | 2009-05-25 11:30 Localized Oscillatory Excitation on Nerve Fields for Self-Organizing Neural Models Ryota Miyata (Ryukyu Univ.), Akira Date (Miyazaki Univ.), Koji Kurata (Ryukyu Univ.)  NC2009-3 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | As a solution to the binding problem, there is a hypothesis that the binding of information is represented by phase-locking among oscillatory recognition cells. We conducted a basic study to implement this hypothesis into a neural model of separated extraction of information by two self-organizing neural fields. We showed that a neural oscillator field with two Mexican-hat connection patterns keeps two or more than two localized oscillatory excitations stably around local maximums of external inputs, and also realizes in-phase phase-locking within a localized oscillatory excitation, but anti-phase phase-locking between different localized oscillatory excitations. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | localized oscillatory excitation / localized excitation / localized oscillation / phase-locking / binding problem / separated extraction of information / self-organizing map / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 53, NC2009-3, pp. 13-18, May 2009. | |
| Paper # | NC2009-3 | |
| Date of Issue | 2009-05-18 (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 | NC2009-3 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2009-05-25 - 2009-05-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OIST, Okinawa |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine Learning Approach to Biodata Mining in Biological Phenomena, and General |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2009-05-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Localized Oscillatory Excitation on Nerve Fields for Self-Organizing Neural Models |
| Sub Title (in English) | |
| Keyword(1) | localized oscillatory excitation |
| Keyword(2) | localized excitation |
| Keyword(3) | localized oscillation |
| Keyword(4) | phase-locking |
| Keyword(5) | binding problem |
| Keyword(6) | separated extraction of information |
| Keyword(7) | self-organizing map |
| Keyword(8) | |
| 1st Author's Name | Ryota Miyata |
| 1st Author's Affiliation | Ryukyu University (Ryukyu Univ.) |
| 2nd Author's Name | Akira Date |
| 2nd Author's Affiliation | Miyazaki University (Miyazaki Univ.) |
| 3rd Author's Name | Koji Kurata |
| 3rd Author's Affiliation | Ryukyu University (Ryukyu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2009-05-25 11:30:00 |
| Presentation Time | 30 minutes |
| Registration for | NC |
| Paper # | NC2009-3 |
| Volume (vol) | vol.109 |
| Number (no) | no.53 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2009-05-18 (NC) |
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