Paper Abstract and Keywords |
Presentation |
2010-07-12 11:05
Multi-Layer Perceptron Having Neuro-Glia Network Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio (Tokushima Univ.) NLP2010-31 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a Multi-Layer Perceptron (MLP) having neuro-glia network. Neuro-glia network is a network of model which glial cells interrelate neurons in the brain. Glial cells affect to neurons’ thresholds
and neurons affect to glial cells’ output. By computer simulations for solving Two Spiral Problem (TSP), we confirm that the proposed MLP having neuro-glia network gains better performance than the conventional MLP. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Glial Network / Multi-Layer Perceptron / Back Propagation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 122, NLP2010-31, pp. 13-17, July 2010. |
Paper # |
NLP2010-31 |
Date of Issue |
2010-07-05 (NLP) |
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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NLP2010-31 |
Conference Information |
Committee |
NLP |
Conference Date |
2010-07-12 - 2010-07-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Ishikawa Prefectural Bunkyo Hall |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NLP |
Conference Code |
2010-07-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Multi-Layer Perceptron Having Neuro-Glia Network |
Sub Title (in English) |
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Glial Network |
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Multi-Layer Perceptron |
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Back Propagation |
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1st Author's Name |
Chihiro Ikuta |
1st Author's Affiliation |
Tokushima University (Tokushima Univ.) |
2nd Author's Name |
Yoko Uwate |
2nd Author's Affiliation |
Tokushima University (Tokushima Univ.) |
3rd Author's Name |
Yoshifumi Nishio |
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Tokushima University (Tokushima Univ.) |
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Speaker |
Author-1 |
Date Time |
2010-07-12 11:05:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2010-31 |
Volume (vol) |
vol.110 |
Number (no) |
no.122 |
Page |
pp.13-17 |
#Pages |
5 |
Date of Issue |
2010-07-05 (NLP) |
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