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| Presentation | 2019-03-05 16:40 Functional verification of human inference system based on a value driven associative memory Masahiro Miyata, Takashi Omori (Tamagawa Univ)  NC2018-73 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Humans use two types of inferences: intuitive and logical. However, they are studied separately. A site for logical inference has not been found in the brain, but modeling it as a distributed neural network form is desirable. In this study, we propose an inference model of an intuitive search process in continuous and distributed associative memory (AM), and it switches to a symbolic mode, in which each step of association converges to a stable state of self-recollection, realizing step-by-step logic. Switching is evoked by biasing the associative gain upon finding a valued state during the intuitive inference. In this study, we show the functional verification by switching the inference system. We discuss the usefulness of the proposed inference system. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Human inference system / Intuitive inference / Logical inference / Associative memory model / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 470, NC2018-73, pp. 157-162, March 2019. | |
| Paper # | NC2018-73 | |
| Date of Issue | 2019-02-25 (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 | NC2018-73 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2019-03-04 - 2019-03-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | University of Electro Communications |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2019-03-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Functional verification of human inference system based on a value driven associative memory |
| Sub Title (in English) | |
| Keyword(1) | Human inference system |
| Keyword(2) | Intuitive inference |
| Keyword(3) | Logical inference |
| Keyword(4) | Associative memory model |
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| Keyword(8) | |
| 1st Author's Name | Masahiro Miyata |
| 1st Author's Affiliation | Tamagawa University (Tamagawa Univ) |
| 2nd Author's Name | Takashi Omori |
| 2nd Author's Affiliation | Tamagawa University (Tamagawa Univ) |
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| Speaker | Author-1 |
| Date Time | 2019-03-05 16:40:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2018-73 |
| Volume (vol) | vol.118 |
| Number (no) | no.470 |
| Page | pp.157-162 |
| #Pages | 6 |
| Date of Issue | 2019-02-25 (NC) |
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