Paper Abstract and Keywords |
Presentation |
2019-03-04 14:40
A study of the Multi Resolution CONP using variable time constants for time series signals Haruka Kato, Susumu Kuroyanagi (NIT) NC2018-57 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Hearing is an important sense for understanding the surrounding environment because it can obtain information from the back which cannot be perceived visually. In this study, we aim to classify and visualize the type of sound with a sound source identification system using a Self-Organizing Map. In this paper, we proposed a hierarchical system that allows temporal resolution to be varied for each hierarchy, in order to enable classification of sounds modulating with the passage of time. By using the proposed method, we can cope with the sounds by capturing the global features of the sound in the upper layer and the local features in the lower layer. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Neural network / Pulsed neuron model / Self-Organizing Map / Multi-resolution analysis / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 470, NC2018-57, pp. 79-84, March 2019. |
Paper # |
NC2018-57 |
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) |
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NC2018-57 |
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) |
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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) |
A study of the Multi Resolution CONP using variable time constants for time series signals |
Sub Title (in English) |
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Neural network |
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Pulsed neuron model |
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Self-Organizing Map |
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Multi-resolution analysis |
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1st Author's Name |
Haruka Kato |
1st Author's Affiliation |
Nagoya Institute of Technology (NIT) |
2nd Author's Name |
Susumu Kuroyanagi |
2nd Author's Affiliation |
Nagoya Institute of Technology (NIT) |
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Speaker |
Author-1 |
Date Time |
2019-03-04 14:40:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2018-57 |
Volume (vol) |
vol.118 |
Number (no) |
no.470 |
Page |
pp.79-84 |
#Pages |
6 |
Date of Issue |
2019-02-25 (NC) |
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