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2005

Detecting chaotic structures in noisy pulse trains based on interspike interval reconstruction

13 years 11 months ago
Detecting chaotic structures in noisy pulse trains based on interspike interval reconstruction
The nonlinear prediction method based on the interspike interval (ISI) reconstruction is applied to the ISI sequence of noisy pulse trains and the detection of the deterministic structure is performed. It is found that this method cannot discriminate between the noisy periodic pulse train and the noisy chaotic one when noiseinduced pulses exist. When the noise-induced pulses are eliminated by the grouping of ISI sequence with the genetic algorithm, the chaotic structure of the chaotic firings becomes clear, and the noisy chaotic pulse train could be discriminated from the periodic one.
Takashi Kanamaru, Masatoshi Sekine
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2005
Where BC
Authors Takashi Kanamaru, Masatoshi Sekine
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