| Presentation | 2006-12-13 Synchronization Properties of Two Pulse-Coupled Resonate-and-Fire Neuron Models Kazuki NAKADA, Keiji MIURA, Hatsuo HAYASHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we address synchronization properties of two pulse-coupled resonate-and-fire neuron (RFN) models. The RFN model is a spiking neuron model that has second-order membrane dynamics with a threshold and exhibits subthreshold oscillation of membrane potential, resulting in the sensitivity to the timing of inputs. Moreover, such a sensitivity is affected by reset value. In the previous work, the existence and stability of anti-phase synchronization states have been reported. However, it has not been considered how the reset value affects synchronization properties in two pulse-coupled RFN models. In this report, we show the existence and global stability of newly found N: N synchronization states in out-of-phase. Further we also show bifurcation phenomena depending on coupling strength between two RFN models, leading to the type I intermittency chaos in specific parameter regions. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Resonate-and-Fire Neuron (RFN) Model / Synchronization Phenomena / Type I Intermittency Chaos |
| Paper # | NLP2006-89 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2006/12/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Synchronization Properties of Two Pulse-Coupled Resonate-and-Fire Neuron Models |
| Sub Title (in English) | |
| Keyword(1) | Resonate-and-Fire Neuron (RFN) Model |
| Keyword(2) | Synchronization Phenomena |
| Keyword(3) | Type I Intermittency Chaos |
| 1st Author's Name | Kazuki NAKADA |
| 1st Author's Affiliation | Graduate School of Life Science and Systems Engineering() |
| 2nd Author's Name | Keiji MIURA |
| 2nd Author's Affiliation | Graduate School of Frontier Sciences |
| 3rd Author's Name | Hatsuo HAYASHI |
| 3rd Author's Affiliation | Graduate School of Life Science and Systems Engineering |
| Date | 2006-12-13 |
| Paper # | NLP2006-89 |
| Volume (vol) | vol.106 |
| Number (no) | 413 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |