Box Counting Fractal Dimension
BoxCountingFractalDimension.m.txt
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This file is program for calculation of the Fractal Dimension. The provided video pays to description of the Box Counting Fractal Dimension method for a time series.

 


Higuchi Fractal Dimension
This file is program for calculation of the Fractal Dimension
HiguchiFractalDimension.m.txt
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katz Fractal Dimension
This file is program for calculation of the Fractal Dimension
katzFractalDimension.m.txt
Text Document [1.1 KB]
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Correlation Dimension
CorrelationDimension.m.txt
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This file is program for calculation of the Correlation Dimension. Meanwhile, the provided video pays to description of the Correlation Dimension method for a time series.

 


Detrended Fluctuation Analysis
This file is program for calculation of the Fractal Dimension
DetrendedFluctuationAnalysis.m.txt
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SDs of Poincaré map
SPPD.m.txt
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This program calculate SD Features of the Poincaré map. Meanwhile, the provided figure show these second feature in a Poincaré map.

 


Median Frequency
This file is program for calculation of the Median Frequency
MedianFrequency.m.txt
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Echo State Network
EchoStateNetwork.m.txt
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This program simulate a Echo State Network. The program uses the following reference. 

[1] Q. Song and Z. Feng, "Effects of connectivity structure of complex echo state network on its prediction performance for nonlinear time series", Journal of Neurocomputing. 73 (2010) 2177–2185.


Auto-Recurrence Plot
AutoRecurrencePlot.m.txt
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This program calculate Auto-Recurrence Plot.