| Paper Abstract and Keywords |
| Presentation |
2008-06-26 15:35
[Fellow Memorial Lecture]
From forgetting to curiosity Masumi Ishikawa (Kyutech) NLP2008-6 NC2008-16 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The study to which IEICE conferred Fellow started by introducing a concept of "forgetting" to learning of neural networks. Although forgetting conveys negative impression, its usefulness in knowledge acquisition was proposed. It was also proposed that forgetting is effective in learning of modular networks. It was applied to various applications, and was also analyzed theoretically. Recent research on autonomous mobile robots with values and curiosity is also presented. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Forgetting / Learning / Neural network / Knowledge acquisition / Modular networks / Value / Curiosity / |
| Reference Info. |
IEICE Tech. Rep., vol. 108, no. 101, NC2008-16, pp. 31-32, June 2008. |
| Paper # |
NC2008-16 |
| Date of Issue |
2008-06-19 (NLP, 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 |
NLP2008-6 NC2008-16 |
| Conference Information |
| Committee |
NC NLP |
| Conference Date |
2008-06-26 - 2008-06-27 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
University of the Ryukyus |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Machine Learning Approach to Biodata Mining and Nonlinearity in Biological Phenomena, and General |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2008-06-NC-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
From forgetting to curiosity |
| Sub Title (in English) |
|
| Keyword(1) |
Forgetting |
| Keyword(2) |
Learning |
| Keyword(3) |
Neural network |
| Keyword(4) |
Knowledge acquisition |
| Keyword(5) |
Modular networks |
| Keyword(6) |
Value |
| Keyword(7) |
Curiosity |
| Keyword(8) |
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| 1st Author's Name |
Masumi Ishikawa |
| 1st Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
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| Speaker |
Author-1 |
| Date Time |
2008-06-26 15:35:00 |
| Presentation Time |
60 minutes |
| Registration for |
NC |
| Paper # |
NLP2008-6, NC2008-16 |
| Volume (vol) |
vol.108 |
| Number (no) |
no.102(NLP), no.101(NC) |
| Page |
pp.31-32 |
| #Pages |
2 |
| Date of Issue |
2008-06-19 (NLP, NC) |