| Presentation | 2023-07-12 [Invited Talk] Neural computing in wireless IoT network Naoki Wakamiya, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Collection, management, and processing data at the edge of an IoT system is effective in distribution of communication and computational loads and reduction in latency. Furthermore, with rapid development of artificial intelligence technology, even simple IoT devices can perform intelligent information processing. There are a variety of techniques of AIization of IoT devices, such as embedding full functionalities of AI including online learning, implementing a pretrained model in an AI chip, and sharing a task of model building among devices by federated learning technology, but there still exist issues of device cost, communication overhead, and energy consumption. In this talk, I will introduce new architectures to regard an IoT network constituting of simple IoT devices as an artificial neural network: Network as a Computer, DW-SNN (Distributed Wireless Spiking Neural Network), WiBIC (Wireless Brain-Inspired Computing), and B-WSN (Brain-morphic Wireless Sensor Network) and discuss future perspectives. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | IoT / Wireless sensor network / Spiking neural network / Reservoir computing |
| Paper # | RCC2023-15,NS2023-33,RCS2023-85,SR2023-32,SeMI2023-26 |
| Date of Issue | 2023-07-05 (RCC, NS, RCS, SR, SeMI) |
| Conference Information | |
| Committee | SeMI / RCS / RCC / NS / SR |
|---|---|
| Conference Date | 2023/7/12(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka University Nakanoshima Center + Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Distributed Wireless Network, M2M (Machine-to-Machine)，D2D (Device-to-Device)，IoT（Internet of Things）, etc |
| Chair | Kazuya Monden(Hitachi) / Kenichi Higuchi(Tokyo Univ. of Science) / Shunichi Azuma(Kyoto Univ.) / Tetsuya Oishi(NTT) / Osamu Takyu(Shinshu Univ.) |
| Vice Chair | Yasunori Owada(NICT) / Shunsuke Saruwatari(Osaka Univ.) / Fumihide Kojima(NICT) / Osamu Muta(Kyushu Univ.) / Naoto Ishii(NEC) / Shunichi Azuma(Hokkaido Univ.) / Koji Ishii(Kagawa Univ.) / Takumi Miyoshi(Shibaura Inst. of Tech.) / Kentaro Ishidu(NICT) / Kazuto Yano(ATR) / Shusuke Narieda(Mie Univ.) |
| Secretary | Yasunori Owada(NTT DOCOMO) / Shunsuke Saruwatari(Tokyo Univ. of Agri. and Tech.) / Fumihide Kojima(Univ. of Tokyo) / Osamu Muta(Univ. of Electro-Comm) / Naoto Ishii(Sharp) / Shunichi Azuma(Mitsubishi Electric) / Koji Ishii(CRIEPI) / Takumi Miyoshi(Ritsumeikan Univ.) / Kentaro Ishidu(NTT) / Kazuto Yano(Kogakuin Univ.) / Shusuke Narieda(Tokai Univ.) |
| Assistant | Yuki Matsuda(NAIST) / Taku Suzuki(Hitachi) / Takeshi Hirai(Osaka Univ.) / Masashi Iwabuchi(NTT) / Issei Kanno(KDDI Research) / Yuyuan Chang(Tokyo Inst. of Tech) / Kazuki Maruta(Tokyo Univ. of Science) / Kiichi Tateishi(NTT Docomo) / SHAN LIN(NICT) / Ryosuke Adachi(Yamaguchi Univ.) / Hiroshi Yamamoto(NTT) / Taichi Ohtsuji(NEC) / WANG Xiaoyan(Ibaraki Univ.) / Akemi Tanaka(MathWorks) / Katsuya Suto(Univ. of Electro-Comm) |
| Paper Information | |
| Registration To | Technical Committee on Sensor Network and Mobile Intelligence / Technical Committee on Radio Communication Systems / Technical Committee on Reliable Communication and Control / Technical Committee on Network Systems / Technical Committee on Smart Radio |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Neural computing in wireless IoT network |
| Sub Title (in English) | |
| Keyword(1) | IoT |
| Keyword(2) | Wireless sensor network |
| Keyword(3) | Spiking neural network |
| Keyword(4) | Reservoir computing |
| 1st Author's Name | Naoki Wakamiya |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2023-07-12 |
| Paper # | RCC2023-15,NS2023-33,RCS2023-85,SR2023-32,SeMI2023-26 |
| Volume (vol) | vol.123 |
| Number (no) | RCC-106,NS-107,RCS-108,SR-109,SeMI-110 |
| Page | pp.pp.8-8(RCC), pp.8-8(NS), pp.32-32(RCS), pp.32-32(SR), pp.26-26(SeMI), |
| #Pages | 1 |
| Date of Issue | 2023-07-05 (RCC, NS, RCS, SR, SeMI) |