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| Presentation | 2016-12-16 15:15 [Invited Talk] Toward "Expectation Intelligence" -- Inspired by Viewpoint of Japanese Expressions -- Hideyuki Nakashima (Tokyo Univ.)  TL2016-38 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The development of Deep Learning methods enabled us to solve several unattacked problems. However, every machine learning methods, whatever it is, has its limitation, problems of overfitting and overgeneralization, which can be reduced but cannot be solved completely. Humans are, of course, known to err in recognition, such as illusion. However, human error tend to be small compared to that of machines. One of the keys to attack this problem is introduction of top-down expectation. Endo-system view point, typically observed in Japanese expressions, gives us a hint to solve the problem. Endo-system view of research requires a different methodology from exo-system view typically seen in natural sciences. We formalized it as an FNS loop. To-down cognition can also be formalized as an FNS-loop. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | endo-system view / viewpoint of Japanese expressions / FNS diagram / top-down cognition / expectation / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 368, TL2016-38, pp. 9-13, Dec. 2016. | |
| Paper # | TL2016-38 | |
| Date of Issue | 2016-12-09 (TL) | |
| 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 | TL2016-38 |
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| Conference Information | |
| Committee | TL |
| Conference Date | 2016-12-16 - 2016-12-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Room 303/304/305, Building #8, Waseda University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Theme 1: Language and Learning, Theme 2: Co-creation in a place， Emergence of meaning |
| Paper Information | |
| Registration To | TL |
| Conference Code | 2016-12-TL |
| Language | English (Japanese title is available) |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Toward "Expectation Intelligence" |
| Sub Title (in English) | Inspired by Viewpoint of Japanese Expressions |
| Keyword(1) | endo-system view |
| Keyword(2) | viewpoint of Japanese expressions |
| Keyword(3) | FNS diagram |
| Keyword(4) | top-down cognition |
| Keyword(5) | expectation |
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| 1st Author's Name | Hideyuki Nakashima |
| 1st Author's Affiliation | The Univerisity of Tokyo (Tokyo Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-12-16 15:15:00 |
| Presentation Time | 45 minutes |
| Registration for | TL |
| Paper # | TL2016-38 |
| Volume (vol) | vol.116 |
| Number (no) | no.368 |
| Page | pp.9-13 |
| #Pages | 5 |
| Date of Issue | 2016-12-09 (TL) |
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