Paper Abstract and Keywords |
Presentation |
2011-05-27 09:10
Investigation of Multi-Layer Perceptron with Pulse Glial Chain Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio (Tokushima Univ.) NLP2011-10 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A glia is a nervous cell in the brain. Currently, the glia is known as a important cell for the human's cerebration. Because the glia transmits signals to neurons and other glias. We notice features of the glia and consider to apply it for an artificial neural network. In this paper, we propose a Multi-layer perceptron (MLP) with pulse glial chain. The pulse glial chain is inspired from the features of the glia. The glia generates a pulse by a connecting neuron and it excites neighborhood neurons and glias. The pulse is generated as different glia, thus, these pulses look like propagating into the network. We show the MLP with pulse glial chain has better performance than the conventional MLP by computer simulations. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Multi-layer perceptron / Back propagation / Glial cell / Pulse glial chain / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 62, NLP2011-10, pp. 45-48, May 2011. |
Paper # |
NLP2011-10 |
Date of Issue |
2011-05-19 (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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NLP2011-10 |
Conference Information |
Committee |
NLP |
Conference Date |
2011-05-26 - 2011-05-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Olive park olive memorial hall |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NLP |
Conference Code |
2011-05-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Investigation of Multi-Layer Perceptron with Pulse Glial Chain |
Sub Title (in English) |
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Multi-layer perceptron |
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Back propagation |
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Glial cell |
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Pulse glial chain |
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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 |
2011-05-27 09:10:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2011-10 |
Volume (vol) |
vol.111 |
Number (no) |
no.62 |
Page |
pp.45-48 |
#Pages |
4 |
Date of Issue |
2011-05-19 (NLP) |
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