19 March 2015 Quantifying chaotic dynamics from interspike intervals
Author Affiliations +
We address the problem of characterization of chaotic dynamics at the input of a threshold device described by an integrate-and-fire (IF) or a threshold crossing (TC) model from the output sequences of interspike intervals (ISIs). We consider the conditions under which quite short sequences of spiking events provide correct identification of the dynamical regime characterized by the single positive Lyapunov exponent (LE). We discuss features of detecting the second LE for both types of the considered models of events generation.
© (2015) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
A. N. Pavlov, A. N. Pavlov, O. N. Pavlova, O. N. Pavlova, Y. K. Mohammad, Y. K. Mohammad, G. M. Shihalov, G. M. Shihalov, "Quantifying chaotic dynamics from interspike intervals", Proc. SPIE 9448, Saratov Fall Meeting 2014: Optical Technologies in Biophysics and Medicine XVI; Laser Physics and Photonics XVI; and Computational Biophysics, 94481O (19 March 2015); doi: 10.1117/12.2178861; https://doi.org/10.1117/12.2178861


Nonlinear Image Restoration
Proceedings of SPIE (July 21 1985)
Hybrid Modeling Of Staring Planar Arrays
Proceedings of SPIE (March 16 1983)
Oscillations and latency in the clamped pupil light reflex
Proceedings of SPIE (November 04 1993)
Bonhoeffer-van der Pol oscillator under pulse-train forcing
Proceedings of SPIE (November 04 1993)

Back to Top