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Paper Abstract and Keywords
Presentation 2023-03-26 16:05
Simple Applications of WiBIC with Asynchronous Pulse Code Multiple Access
Jiaying Lin, Ryuji Nagazawa, Kien Nguyen (Chiba Univ.), Hiroyuki Torikai (Hosei Univ.), Mikio Hasegawa (Tokyo Univ.), Won-Joo Hwang (Pusan National Univ.), Hiroo Sekiya (Chiba Univ.) CCS2022-78
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we propose to combine Spiking Neural Network and IoT network to construct a distributed information processing system, the WiBIC system. From the idea of WiBIC, SNN should be wireless. The CSMA/CA protocol based on IEEE802.15.4e adopted by most IoT communication terminals will generate random waiting time before transmission, thus losing the time information of the spike generation moment, which is not suitable for SNN. Therefore, the Asynchronous Pulse Code Multiple Access(APCMA) protocol is used to construct the WiBIC system. The APCMA protocol can retain the information about the spike generation time and make the SNN operate stably. This wireless SNN is used to construct networks and applied to two learning problems: ”Pavlovian conditioning” and ”XOR function”. Experimental results show that the WiBIC system has learning functions.
Keyword (in Japanese) (See Japanese page) 
(in English) Spiking Neural Network / Wireless communication / Sensor networks / / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 453, CCS2022-78, pp. 85-90, March 2023.
Paper # CCS2022-78 
Date of Issue 2023-03-19 (CCS) 
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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Conference Information
Committee CCS  
Conference Date 2023-03-26 - 2023-03-27 
Place (in Japanese) (See Japanese page) 
Place (in English) RUSUTSU RESORT 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To CCS 
Conference Code 2023-03-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Simple Applications of WiBIC with Asynchronous Pulse Code Multiple Access 
Sub Title (in English)  
Keyword(1) Spiking Neural Network  
Keyword(2) Wireless communication  
Keyword(3) Sensor networks  
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1st Author's Name Jiaying Lin  
1st Author's Affiliation Chiba University (Chiba Univ.)
2nd Author's Name Ryuji Nagazawa  
2nd Author's Affiliation Chiba University (Chiba Univ.)
3rd Author's Name Kien Nguyen  
3rd Author's Affiliation Chiba University (Chiba Univ.)
4th Author's Name Hiroyuki Torikai  
4th Author's Affiliation Hosei University (Hosei Univ.)
5th Author's Name Mikio Hasegawa  
5th Author's Affiliation Tokyo University of Science (Tokyo Univ.)
6th Author's Name Won-Joo Hwang  
6th Author's Affiliation Pusan National University (Pusan National Univ.)
7th Author's Name Hiroo Sekiya  
7th Author's Affiliation Chiba University (Chiba Univ.)
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Speaker Author-1 
Date Time 2023-03-26 16:05:00 
Presentation Time 20 minutes 
Registration for CCS 
Paper # CCS2022-78 
Volume (vol) vol.122 
Number (no) no.453 
Page pp.85-90 
#Pages 6 
Date of Issue 2023-03-19 (CCS) 

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