| Presentation | 1999/7/23 Spike Coding of Chaotic Time Series via a Network of Stochastic Resonance Neurons Tomokazu Yanai, Isao Tokuda, Kazuyuki Aihara, Tomomasa Nagashima, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A network of stochastic resonance neurons is introduced for encoding the topological information of chaotic dynamics in the interspike intervals (ISIs) of a detector neuron. The numerical experiments show the network capability of coding the chaotic dynamics efficiently in the ISIs even in the presence of strong noise. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Coding / Interspike Interval / Chaos / Stochastic Resonance / Neural Network |
| Paper # | CST99-25 |
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| Conference Information | |
| Committee | CST |
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| Conference Date | 1999/7/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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| Paper Information | |
| Registration To | Concurrent System Technology (CST) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Spike Coding of Chaotic Time Series via a Network of Stochastic Resonance Neurons |
| Sub Title (in English) | |
| Keyword(1) | Neural Coding |
| Keyword(2) | Interspike Interval |
| Keyword(3) | Chaos |
| Keyword(4) | Stochastic Resonance |
| Keyword(5) | Neural Network |
| 1st Author's Name | Tomokazu Yanai |
| 1st Author's Affiliation | Department of Computer Science and Systems Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Isao Tokuda |
| 2nd Author's Affiliation | Department of Computer Science and Systems Engineering, Muroran Institute of Technology |
| 3rd Author's Name | Kazuyuki Aihara |
| 3rd Author's Affiliation | Department of Mathematical Engineering and Information Physics, Faculty of Engineering, The University of Tokyo |
| 4th Author's Name | Tomomasa Nagashima |
| 4th Author's Affiliation | Department of Computer Science and Systems Engineering, Muroran Institute of Technology |
| Date | 1999/7/23 |
| Paper # | CST99-25 |
| Volume (vol) | vol.99 |
| Number (no) | 207 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |