Noise-enhanced reconstruction of attractors

Details Noise-enhanced reconstruction of attractors Noise-enhanced reconstruction of attractors

1996-12-27

arxiv.org/abs/chao-dyn/9701003v1

Nonlinear Sciences

Chaotic Dynamics

11 pages, revtex, 5 ps figures

Scientific paper

In principle, the state space of a chaotic attractor can be partially or wholly reconstructed from interspike intervals recorded from experiment. Under certain conditions, the quality of a partial reconstruction, as measured by the spike train prediction error, can be increased by adding noise to the spike creation process. This phenomenon for chaotic systems is an analogue of stochastic resonance.

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