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| Presentation | 2018-11-22 14:55 Analysis of the recalling process of associative memory model with astrocyte function Masaru Kondo, Yoshimasa Tawatsuji, Tatsunori Matsui (Waseda Univ.)  NC2018-26 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | While it may take some time for humans to recall specific memories, the associative memory model constructed by interconnecting neural network can recall stored patterns in few steps for given key patterns. We assumed that functions of astrocyte should effect on the temporal characteristics in human recall processing, and proposed a neuro-astrocyte associative memory model. The results of simulations showed the recalling process of different stored patterns or cycled non-stored two patterns by the degree of regulation of the connection weight, and the transitions to non-stored pattern from stored pattern by regulation of the excitability of neurons. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | associative memory / neural network / astrocyte / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 322, NC2018-26, pp. 17-21, Nov. 2018. | |
| Paper # | NC2018-26 | |
| Date of Issue | 2018-11-15 (NC) | |
| ISSN | 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 | NC2018-26 |
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| Conference Information | |
| Committee | MBE NC |
| Conference Date | 2018-11-22 - 2018-11-22 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2018-11-MBE-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of the recalling process of associative memory model with astrocyte function |
| Sub Title (in English) | |
| Keyword(1) | associative memory |
| Keyword(2) | neural network |
| Keyword(3) | astrocyte |
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| 1st Author's Name | Masaru Kondo |
| 1st Author's Affiliation | Waseda University (Waseda Univ.) |
| 2nd Author's Name | Yoshimasa Tawatsuji |
| 2nd Author's Affiliation | Waseda University (Waseda Univ.) |
| 3rd Author's Name | Tatsunori Matsui |
| 3rd Author's Affiliation | Waseda University (Waseda Univ.) |
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| Speaker | Author-1 |
| Date Time | 2018-11-22 14:55:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2018-26 |
| Volume (vol) | vol.118 |
| Number (no) | no.322 |
| Page | pp.17-21 |
| #Pages | 5 |
| Date of Issue | 2018-11-15 (NC) |
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