Presentation | 2003/10/14 Design of Bursting in a Discrete-Time Piecewise-Linear Neuron Model Hiroto TANAKA, Toshimitsu USHIO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We consider a 2-dimensional discrete-time piecewise-linear neuron model in this report. This model exhibits bursting when a Hopf bifurcation of a pair of 2-periodic points occurs, and conditions for the bursting has been derived. In this report, we will propose a design method for a bursting neuron model with a specified average angular frequency and duty ratio. The proposed design method derives both parameters and initial conditions in the model. We also show effectivity of the proposed design method by simulation. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | discrete-time neuron model / piecewise-linear model / bursting / Hopf bifurcation / average angular frequency / duty ratio |
Paper # | NLP2003-93 |
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Committee | NLP |
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Conference Date | 2003/10/14(1days) |
Place (in Japanese) | (See Japanese page) |
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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) | Design of Bursting in a Discrete-Time Piecewise-Linear Neuron Model |
Sub Title (in English) | |
Keyword(1) | discrete-time neuron model |
Keyword(2) | piecewise-linear model |
Keyword(3) | bursting |
Keyword(4) | Hopf bifurcation |
Keyword(5) | average angular frequency |
Keyword(6) | duty ratio |
1st Author's Name | Hiroto TANAKA |
1st Author's Affiliation | Department of Systems Innovation, Graduate School of Engineering Science, Osaka University() |
2nd Author's Name | Toshimitsu USHIO |
2nd Author's Affiliation | Department of Systems Innovation, Graduate School of Engineering Science, Osaka University |
Date | 2003/10/14 |
Paper # | NLP2003-93 |
Volume (vol) | vol.103 |
Number (no) | 375 |
Page | pp.pp.- |
#Pages | 5 |
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