| Presentation | 2021-03-15 Analysis of spike time series characteristics of spiking neuron model with rectangular threshold signal Hiroyuki Kawasaki, Yusuke Matsuoka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This Paper considers the spiking neuron with a rectangular threshold signal. The state of this neuron repeats integrate-and-fire dynamics and the neuron outputs the spike-train sequence. We consider the characteristic of the spike-train sequence for variation of the parameters. By analyzing the dynamics in the time domain, the period of the spike-train sequence and the number of contacts with the high and low levels of the threshold signal can be theoretically derived. From the analysis results, it can be seen that the characteristics of the spike-train sequence can be obtained by sequential calculation from the given parameters. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neuron model / Spike-train sequence / Superstable periodic trajectory |
| Paper # | NLP2020-57 |
| Date of Issue | 2021-03-08 (NLP) |
| Conference Information | |
| Committee | NLP / MSS |
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| Conference Date | 2021/3/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | MSS, NLP, Work In Progress (MSS only), and etc. |
| Chair | Kiyohisa Natsume(Kyushu Inst. of Tech.) / Shigemasa Takai(Osaka Univ.) |
| Vice Chair | Takuji Kosaka(Chukyo Univ.) / Atsuo Ozaki(Osaka Inst. of Tech.) |
| Secretary | Takuji Kosaka(Kyushu Inst. of Tech.) / Atsuo Ozaki(Kagawa Univ.) |
| Assistant | Toshikaza Samura(Yamaguchi Univ.) / Hideyuki Kato(Oita Univ.) / Naoki Hayashi(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems / Technical Committee on Mathematical Systems Science and its Applications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of spike time series characteristics of spiking neuron model with rectangular threshold signal |
| Sub Title (in English) | |
| Keyword(1) | Neuron model |
| Keyword(2) | Spike-train sequence |
| Keyword(3) | Superstable periodic trajectory |
| 1st Author's Name | Hiroyuki Kawasaki |
| 1st Author's Affiliation | National Institute of Technology, Yonago College(NIYT) |
| 2nd Author's Name | Yusuke Matsuoka |
| 2nd Author's Affiliation | National Institute of Technology, Yonago College(NIYT) |
| Date | 2021-03-15 |
| Paper # | NLP2020-57 |
| Volume (vol) | vol.120 |
| Number (no) | NLP-430 |
| Page | pp.pp.11-16(NLP), |
| #Pages | 6 |
| Date of Issue | 2021-03-08 (NLP) |