| Presentation | 2012-11-17 Analysis of Spike-Signals by Recurrence Plot : Example of Chaotic Spiking Oscillator Kazuki YOTSUJI, Toshimichi SAITO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies analysis two tools of spike-trains from continuous-time chaotic siking oscillators. The first one is the histgram of inte-spike intervals that can extract basic characteristics. The second one is the recurrence plot that can visualize periodicity and stationality of spike-trains. We apply these tools to spike-trains from chaotic spiking oscillator. If we use only state dependent switch, the circuits exhibits chaotic phenomenon. However, adding time dependent switch, the circuit exhibts various bifurcation and generate various Spike-Trains. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Spiking neurons / chaos / integrate-and-fire model |
| Paper # | NC2012-72 |
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| Committee | NC |
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| Conference Date | 2012/11/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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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-Signals by Recurrence Plot : Example of Chaotic Spiking Oscillator |
| Sub Title (in English) | |
| Keyword(1) | Spiking neurons |
| Keyword(2) | chaos |
| Keyword(3) | integrate-and-fire model |
| 1st Author's Name | Kazuki YOTSUJI |
| 1st Author's Affiliation | EE Dept., Hosei University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | EE Dept., Hosei University |
| Date | 2012-11-17 |
| Paper # | NC2012-72 |
| Volume (vol) | vol.112 |
| Number (no) | 298 |
| Page | pp.pp.- |
| #Pages | 5 |
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