Paper Abstract and Keywords |
Presentation |
2013-11-22 14:15
Verification of Effectiveness of the Probabilistic Algorithm for Latent Structure Extraction Using Associative Memory Model Kensuke Wakasugi (Univ. Tokyo), Tatsu Kuwatani (Tohoku Univ.), Kenji Nagata (Univ. Tokyo), Hideki Asoh (AIST), Masato Okada (Univ. Tokyo/RIKEN) NC2013-49 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
There are many analysis methods for high-dimensional data, but, in many cases, analysis is done under assumption that a latent structure in data is known. If there is analysis method that could estimate a kind of latent structure in data without that assumption, the analysis method become more general analysis method.
In the previous study, the analysis method that select a latent structure in data from formal structures that has unknown structure was proposed. In this paper, we generate data from associative memory model which has an obvious structure, and we analyze the data with the proposed method. And then, we verify the validity of the analysis result. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Machine learning / Associative memory model / Hierarchical structure / Bayesian estimate / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 315, NC2013-49, pp. 17-22, Nov. 2013. |
Paper # |
NC2013-49 |
Date of Issue |
2013-11-15 (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) |
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NC2013-49 |
Conference Information |
Committee |
NC MBE |
Conference Date |
2013-11-22 - 2013-11-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tohoku University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
BCI/BMI, NC and MBE |
Paper Information |
Registration To |
NC |
Conference Code |
2013-11-NC-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Verification of Effectiveness of the Probabilistic Algorithm for Latent Structure Extraction Using Associative Memory Model |
Sub Title (in English) |
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Keyword(1) |
Machine learning |
Keyword(2) |
Associative memory model |
Keyword(3) |
Hierarchical structure |
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Bayesian estimate |
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1st Author's Name |
Kensuke Wakasugi |
1st Author's Affiliation |
The University of Tokyo (Univ. Tokyo) |
2nd Author's Name |
Tatsu Kuwatani |
2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
3rd Author's Name |
Kenji Nagata |
3rd Author's Affiliation |
The University of Tokyo (Univ. Tokyo) |
4th Author's Name |
Hideki Asoh |
4th Author's Affiliation |
The National Institute of Advanced Industrial Science and Technology (AIST) |
5th Author's Name |
Masato Okada |
5th Author's Affiliation |
The University of Tokyo/RIKEN (Univ. Tokyo/RIKEN) |
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Speaker |
Author-1 |
Date Time |
2013-11-22 14:15:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2013-49 |
Volume (vol) |
vol.113 |
Number (no) |
no.315 |
Page |
pp.17-22 |
#Pages |
6 |
Date of Issue |
2013-11-15 (NC) |
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