Presentation | 2012-01-26 Bifurcation of Simple Pulse-Coupled Spiking Neurons for Shape of Base Signals Shota KIRIKAWA, Takashi OGAWA, Toshimichi SAITO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper studies a simple spiking neuron with filtered base signal and its pulse-coupled system. In the single neuron, the filtering can give variety of the base signal shape and can generate interesting bifurcation phenomena. The dynamics can be analyzed by using 1-D spike-phase map. The pulse-coupled system can generate rich bifurcation phenomena including chaos + chaos = order. The dynamics can be analyzed by using composite spike-phase maps. Performing basic numerical experiments, typical phenomena are investigated. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | spiking neurons / pulse-coupling / chaos / bifurcations |
Paper # | NC2011-101 |
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Committee | NC |
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Conference Date | 2012/1/19(1days) |
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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) | Bifurcation of Simple Pulse-Coupled Spiking Neurons for Shape of Base Signals |
Sub Title (in English) | |
Keyword(1) | spiking neurons |
Keyword(2) | pulse-coupling |
Keyword(3) | chaos |
Keyword(4) | bifurcations |
1st Author's Name | Shota KIRIKAWA |
1st Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University() |
2nd Author's Name | Takashi OGAWA |
2nd Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University |
3rd Author's Name | Toshimichi SAITO |
3rd Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University |
Date | 2012-01-26 |
Paper # | NC2011-101 |
Volume (vol) | vol.111 |
Number (no) | 419 |
Page | pp.pp.- |
#Pages | 5 |
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