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Paper Abstract and Keywords
Presentation 2024-01-25 11:50
Optimization of synaptic scaling rule, its implementation on modular spiking neural networks and analysis of its affects
Takumi Shinkawa, Hideyuki Kato (Oita Univ.), Yoshitaka Ishikawa (FUN), Takuma Sumi, Hideaki Yamamoto (Tohoku Univ.), Yuichi Katori (FUN) NLP2023-107 MICT2023-62 MBE2023-53
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, to theoretically investigate the information processing mechanisms in the brain, we optimized synaptic scaling rules based on the synaptic scaling phenomenon observed in biological neuronal networks, and, then, propose a biological neuronal network model by applying them to modular spiking neural networks.
In addition, we report the results of analyzing network activities from the viewpoint of spontaneous activity for various network sizes and modularities.
Keyword (in Japanese) (See Japanese page) 
(in English) network size / modularity / synaptic scaling rule / biological neuronal network model / modular spiking neural networks / spontaneous activity / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 354, NLP2023-107, pp. 110-113, Jan. 2024.
Paper # NLP2023-107 
Date of Issue 2024-01-17 (NLP, MICT, MBE) 
ISSN Online edition: ISSN 2432-6380
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 NLP2023-107 MICT2023-62 MBE2023-53

Conference Information
Committee NC MBE NLP MICT  
Conference Date 2024-01-24 - 2024-01-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Naruto University of Education 
Topics (in Japanese) (See Japanese page) 
Topics (in English) NC, MBE, MICT, NLP, etc. 
Paper Information
Registration To NLP 
Conference Code 2024-01-NC-MBE-NLP-MICT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Optimization of synaptic scaling rule, its implementation on modular spiking neural networks and analysis of its affects 
Sub Title (in English)  
Keyword(1) network size  
Keyword(2) modularity  
Keyword(3) synaptic scaling rule  
Keyword(4) biological neuronal network model  
Keyword(5) modular spiking neural networks  
Keyword(6) spontaneous activity  
1st Author's Name Takumi Shinkawa  
1st Author's Affiliation Oita University (Oita Univ.)
2nd Author's Name Hideyuki Kato  
2nd Author's Affiliation Oita University (Oita Univ.)
3rd Author's Name Yoshitaka Ishikawa  
3rd Author's Affiliation Future University Hakodate (FUN)
4th Author's Name Takuma Sumi  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
5th Author's Name Hideaki Yamamoto  
5th Author's Affiliation Tohoku University (Tohoku Univ.)
6th Author's Name Yuichi Katori  
6th Author's Affiliation Future University Hakodate (FUN)
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Speaker Author-1 
Date Time 2024-01-25 11:50:00 
Presentation Time 20 minutes 
Registration for NLP 
Paper # NLP2023-107, MICT2023-62, MBE2023-53 
Volume (vol) vol.123 
Number (no) no.354(NLP), no.355(MICT), no.356(MBE) 
Page pp.110-113 
Date of Issue 2024-01-17 (NLP, MICT, MBE) 

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