| Presentation | 2023-03-26 Simple Applications of WiBIC with Asynchronous Pulse Code Multiple Access Jiaying Lin, Ryuji Nagazawa, Kien Nguyen, Hiroyuki Torikai, Mikio Hasegawa, Won-Joo Hwang, Hiroo Sekiya, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Spiking Neural Network / Wireless communication / Sensor networks |
| Paper # | CCS2022-78 |
| Date of Issue | 2023-03-19 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2023/3/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | RUSUTSU RESORT |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Megumi Akai(Hokkaido Univ.) |
| Vice Chair | Hidehiro Nakano(Tokyo City Univ.) / Masaki Aida(TMU) |
| Secretary | Hidehiro Nakano(Shibaura Inst. of Tech.) / Masaki Aida(Mie Univ.) |
| Assistant | Hiroyuki Yasuda(Univ. of Tokyo) / Hiroyasu Ando(Tsukuba Univ.) / Tomoyuki Sasaki(Shonan Inst. of Tech.) / Miki Kobayashi(Rissho Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| 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 |
| 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.) |
| Date | 2023-03-26 |
| Paper # | CCS2022-78 |
| Volume (vol) | vol.122 |
| Number (no) | CCS-453 |
| Page | pp.pp.85-90(CCS), |
| #Pages | 6 |
| Date of Issue | 2023-03-19 (CCS) |