| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| 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) | |
| Download PDF | CCS2022-78 |
|
| 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 |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 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.) |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| 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) |
[Return to Top Page]