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Proceedings Paper

Quantifying chaotic oscillations from noisy interspike intervals with Lyapunov exponents
Author(s): Alexey N. Pavlov; Olga N. Pavlova; Pavel A. Arinushkin
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Paper Abstract

In this paper we consider the problem of characterizing chaotic dynamics from noisy sequences of return times. We discuss features of computing the largest Lyapunov exponent and restrictions of the reliable estimation of the second exponent. We illustrate the ability of characterizing dynamics of small networks of chaotic oscillators for the case of under-threshold input signals.

Paper Details

Date Published: 14 April 2017
PDF: 6 pages
Proc. SPIE 10337, Saratov Fall Meeting 2016: Laser Physics and Photonics XVII; and Computational Biophysics and Analysis of Biomedical Data III, 1033710 (14 April 2017); doi: 10.1117/12.2267690
Show Author Affiliations
Alexey N. Pavlov, Saratov State Technical Univ. (Russian Federation)
Saratov State Univ. (Russian Federation)
Olga N. Pavlova, Saratov State Univ. (Russian Federation)
Pavel A. Arinushkin, Saratov State Univ. (Russian Federation)


Published in SPIE Proceedings Vol. 10337:
Saratov Fall Meeting 2016: Laser Physics and Photonics XVII; and Computational Biophysics and Analysis of Biomedical Data III
Vladimir L. Derbov; Vladimir L. Derbov; Dmitry Engelevich Postnov; Dmitry Engelevich Postnov, Editor(s)

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