Presentation | 2004/1/19 Pulse Coupled Resonate-and-Fire Models (Neurocomputing) Keiji MIURA, Masato OKADA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We analyze two pulse-coupled resonate-and-fire neurons. Numerical simulation shows that an anti-phase-locked state is an attractor of this model. We can analytically explain stability of anti-phase-locked states by means of a return map of firing times, which we propose in this paper. The resultant stability condition turns out to be quite simple. The phase diagram based on our theory shows that there are two types of anti-phase-locked states. One of them cannot be seen in coupled integrate-and-fire models and is peculiar to resonate-and-fire models. The results of our theory coincide with those of numerical simulations. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Pulse-coupled neurons / Spikes / Resonance / Return map / Resonate-and-fire |
Paper # | NC2003-113 |
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Committee | NC |
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Conference Date | 2004/1/19(1days) |
Place (in Japanese) | (See Japanese page) |
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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) | Pulse Coupled Resonate-and-Fire Models (Neurocomputing) |
Sub Title (in English) | |
Keyword(1) | Pulse-coupled neurons |
Keyword(2) | Spikes |
Keyword(3) | Resonance |
Keyword(4) | Return map |
Keyword(5) | Resonate-and-fire |
1st Author's Name | Keiji MIURA |
1st Author's Affiliation | Faculty of Science, Kyoto University() |
2nd Author's Name | Masato OKADA |
2nd Author's Affiliation | Laboratory for Mathematical Neuroscience, Brain Science Institute, RIKEN:"Intelligent Cooperation and Control", PRESTO, JST |
Date | 2004/1/19 |
Paper # | NC2003-113 |
Volume (vol) | vol.103 |
Number (no) | 601 |
Page | pp.pp.- |
#Pages | 6 |
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