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Paper Abstract and Keywords
Presentation 2023-03-17 15:25
Chaotic Response of Hardware Small World Neural Network with STDP
Takuto Yamaguchi, Katsutoshi Saeki, Yoshiki Sasaki (Nihon Univ.) MSS2022-106 NLP2022-151
Abstract (in Japanese) (See Japanese page) 
(in English) The role of chaotic activity in the brain function is still unclarified. However, it is possible to estimate the role by reproducing and analyzing by electronic circuits.
In this paper, we constructed a hardware neural network with Spike Timing-Dependent synaptic Plasticity (STDP). As a result, it is clarified that all cell models involved directly in synaptic connections show chaotic firing by simulation at the same time and that the STDP model changes the firing waveform while keeping the chaotic phenomena.
Keyword (in Japanese) (See Japanese page) 
(in English) Pulse-type Hardware Neuron Model / Small World Neural Network / Gap Junction / STDP / Synaptic Connection / Chaos / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 436, NLP2022-151, pp. 210-213, March 2023.
Paper # NLP2022-151 
Date of Issue 2023-03-08 (MSS, NLP) 
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)
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Conference Information
Committee NLP MSS  
Conference Date 2023-03-15 - 2023-03-17 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To NLP 
Conference Code 2023-03-NLP-MSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Chaotic Response of Hardware Small World Neural Network with STDP 
Sub Title (in English)  
Keyword(1) Pulse-type Hardware Neuron Model  
Keyword(2) Small World Neural Network  
Keyword(3) Gap Junction  
Keyword(4) STDP  
Keyword(5) Synaptic Connection  
Keyword(6) Chaos  
1st Author's Name Takuto Yamaguchi  
1st Author's Affiliation Nihon University (Nihon Univ.)
2nd Author's Name Katsutoshi Saeki  
2nd Author's Affiliation Nihon University (Nihon Univ.)
3rd Author's Name Yoshiki Sasaki  
3rd Author's Affiliation Nihon University (Nihon Univ.)
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Speaker Author-1 
Date Time 2023-03-17 15:25:00 
Presentation Time 20 minutes 
Registration for NLP 
Paper # MSS2022-106, NLP2022-151 
Volume (vol) vol.122 
Number (no) no.435(MSS), no.436(NLP) 
Page pp.210-213 
Date of Issue 2023-03-08 (MSS, NLP) 

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