Reconstructing chaotic dynamics through spike filters

被引：23

作者：

Castro, R

Sauer, T

机构：

[1] Colegio Univ Humacao, Dept Matemat Computac, Humacao, PR 00791 USA

[2] George Mason Univ, Inst Computat Sci & Informat, Fairfax, VA 22030 USA

[3] George Mason Univ, Dept Math Sci, Fairfax, VA 22030 USA

来源：

PHYSICAL REVIEW E | 1999年 / 59卷 / 03期

关键词：

D O I：

10.1103/PhysRevE.59.2911

中图分类号：

O35 [流体力学]; O53 [等离子体物理学];

学科分类号：

070204 ; 080103 ; 080704 ;

摘要：

We consider the problem of reconstructing chaotic attractors from spike trains produced by model neurons. We find that the period-parameter plot, which displays the dependence of the oscillation frequency of the spiking model on the input level, is a useful device for determining the success of reconstruction. A three-dimensional version of Fitzhugh-Nagumo spiking dynamics is investigated along with other models. [S1063-651X(99)11103-6].

引用

页码：2911 / 2917

页数：7

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