| Presentation | 2005/3/23 Effect of noise in ISI reconstruction Gen HORI, Masato OKADA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is well known in the field of chaos time series analysis that attractors can be reconstructed from observed single channel time series data using delay coordinate system. On the other hand, in the field of neural computation, Sauer showed that input signals can be reconstructed from output interspike intervals. This paper studies how reconstructed attractors of input signals are affected by additive noise on the input signals. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ISI(interspike interval) / embedding / dynamical system |
| Paper # | NC2004-207 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2005/3/23(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) | Effect of noise in ISI reconstruction |
| Sub Title (in English) | |
| Keyword(1) | ISI(interspike interval) |
| Keyword(2) | embedding |
| Keyword(3) | dynamical system |
| 1st Author's Name | Gen HORI |
| 1st Author's Affiliation | Brain Science Institute, RIKEN() |
| 2nd Author's Name | Masato OKADA |
| 2nd Author's Affiliation | Graduate School of Frontier Science, University of Tokyo |
| Date | 2005/3/23 |
| Paper # | NC2004-207 |
| Volume (vol) | vol.104 |
| Number (no) | 760 |
| Page | pp.pp.- |
| #Pages | 6 |
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