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Valentina Unakafova


Last seen: mehr als ein Jahr vor |  Aktiv seit 2016

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Professional Interests: EEG and spiking data analysis; measuring complexity; non-linear analysis

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Permutaton entropy with tied ranks (fast algorithm)
Permutation entropy for ordinal patterns with tied ranks from 1D time series in sliding windows

mehr als 4 Jahre vor | 1 Download |

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Ordinal patterns distribution
Efficiently computing distribution and sequence of ordinal patterns from 1D time series

fast 6 Jahre vor | 1 Download |

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Conditional entropy of ordinal patterns (fast algorithm)
CondEn.m computes efficiently conditional entropy of ordinal patterns from 1D time series.

fast 6 Jahre vor | 3 Downloads |

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Robust permutation entropy (fast algorithm)
Fast calculation of robust permutation entropy from 1D time series in sliding windows

fast 6 Jahre vor | 3 Downloads |

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Ordinal-patterns-based analysis (beta-version)
Toolbox for nonlinear analysis of multivariate time series with ordinal-patterns-based measures

fast 6 Jahre vor | 5 Downloads |

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Permutation entropy (fast algorithm)
Efficiently computing values of permutation entropy from 1D time series in sliding windows

fast 6 Jahre vor | 23 Downloads |

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Lyapunov exponent of logistic map
Computes estimated values of Lyapunov exponent of logistic map for r within the interval (3.5,4)

fast 6 Jahre vor | 8 Downloads |

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Importance of cross-validation
This example illustrates that omitting cross-validation can result in misleadingly high goodness-of-fit due to overfitting

fast 6 Jahre vor | 1 Download |

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Pseudo R-squared measure for Poisson regression models
Computes pseudo R-squared goodness-of-fit measure for Poisson regression models from real and estimated data

fast 6 Jahre vor | 2 Downloads |

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Testing GPFA method on simulated data
Example of testing GPFA method on simulated data

fast 7 Jahre vor | 1 Download |

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