From: Automatic Classification of Artifactual ICA-Components for Artifact Removal in EEG Signals

Feature | Weight |
---|---|

Current Density Norm | |

Range Within Pattern | |

Mean Local Skewness 15 s | |

λ
| |

8-13 Hz | |

FitError | |

Border Activation | |

2DDFT | |

Spatial Mean Activation Central | |

Max First Derivative | |

Variance | |

k
_{2}
| |

Spatial Mean Activation Left | |

Spatial Mean Activation Left Frontal | |

Laplace-Filter | |

Mean Local Variance 15 s | |

14-30 Hz | |

4-7 Hz | |

Mean Local Variance 1 s | |

Spatial Distance of Extrema | |

Spatial Mean Activation Occipital | |

k
_{1}
| |

Maximum Amplitude | |

y
| |

Spatial Mean Activation Right | |

Kurtosis | |

x
| |

0-3 Hz | |

Deterministic Entropy | |

Spatial Mean Activation Frontal | |

z
| |

Variance of Local Variance 1 s | |

Range | |

Spatial Mean Activation Right Frontal | |

Variance of Local Variance 15 s | |

Mean Local Skewness 1 s | |

31-45 Hz | |

Shannon Entropy |