| Presentation | 2015-03-04 Evaluation of Chaos Route and Signal Response in Izhikevich Neuron Model Sou NOBUKAWA, Haruhiko NISHIMURA, Teruya YAMANISHI, Jian-Qin LIU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Chaotic resonance (CR) in which the system responds to a weak signal by the effect of chaotic activities is known as one of the functionality of chaos in neural systems. While, it has been found that several routes to chaos exist in the neural systems and these characteristics are very different each other. However, there have been few studies that compare the efficiencies of signal response in CR among the chaotic states arising from different routes to chaos. Thus, in this paper, we focus on Izhikevich neuron model which has been investigated recently regarding its chaotic characteristic and bifurcation and evaluate CR in the route to chaos through period doubling bifurcation and the route to chaos through tangent bifurcation by using Izhikevich neuron model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Izhikevich neuron model / chaos / bifurcation / Lyapunov exponent / chaotic resonance |
| Paper # | NLP2014-156 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2015/2/24(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) | Evaluation of Chaos Route and Signal Response in Izhikevich Neuron Model |
| Sub Title (in English) | |
| Keyword(1) | Izhikevich neuron model |
| Keyword(2) | chaos |
| Keyword(3) | bifurcation |
| Keyword(4) | Lyapunov exponent |
| Keyword(5) | chaotic resonance |
| 1st Author's Name | Sou NOBUKAWA |
| 1st Author's Affiliation | Department of Management Information Science, Fukui University of Technology() |
| 2nd Author's Name | Haruhiko NISHIMURA |
| 2nd Author's Affiliation | Graduate School of Applied Informatics, University of Hyogo |
| 3rd Author's Name | Teruya YAMANISHI |
| 3rd Author's Affiliation | Department of Management Information Science, Fukui University of Technology |
| 4th Author's Name | Jian-Qin LIU |
| 4th Author's Affiliation | Center for Information and Neural Networks, National Institute of Information and Communications Technology |
| Date | 2015-03-04 |
| Paper # | NLP2014-156 |
| Volume (vol) | vol.114 |
| Number (no) | 484 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |