| Presentation | 2009-07-14 Bifurcation Phenomena of Integrate-and-fire Model with Spike-Train Input Shimon TESHIMA, Toshimichi SAITO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies about application and analysis of simple bifurcating neurons with saw-tooth base signal. Repeating integrate-and-fire behavior between the threshold and base, the neurona can exhibit rich nonlinear phenomena. First, we analyze basic bifurcation phenomena precisely by an enbedded return map. Next, we introduce A/D converter based on bifurcating neuron. The spike-train is converted into the digital output by applying the spike phase modulation to the spike train. A periodic spike train input is applied via a refractory threshold, and the orbit can be super stable periodic orbit. We then clarify effects of the refractoriness on the encoding function of the system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | spiking neurons / bifurcation / A/D converters |
| Paper # | NLP2009-35,NC2009-28 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2009/7/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Bifurcation Phenomena of Integrate-and-fire Model with Spike-Train Input |
| Sub Title (in English) | |
| Keyword(1) | spiking neurons |
| Keyword(2) | bifurcation |
| Keyword(3) | A/D converters |
| 1st Author's Name | Shimon TESHIMA |
| 1st Author's Affiliation | EE Dept., HOSEI University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | EE Dept., HOSEI University |
| Date | 2009-07-14 |
| Paper # | NLP2009-35,NC2009-28 |
| Volume (vol) | vol.109 |
| Number (no) | 125 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |