mne_hfo.utils.apply_hilbert#
- mne_hfo.utils.apply_hilbert(metric, threshold_dict, kwargs)[source]#
Apply the Hilbert z-score thresholding scheme.
- Parameters:
- metric
np.ndarray The values to apply the threshold rules to.
- threshold_dict
dict Dictionary of threshold parameters to apply to metric. Must have zscore, gap, and cycles keys.
- kwargs
dict Additional model parameters needed to apply hilbert threshold. Must have n_times, sfreq, filter_band, freq_cutoffs, freq_span, and n_jobs.
- metric
- Returns:
- tdetectsList of Tuple
Detected hfo events with the structure [band_idx, start, stop, max_amplitude, freq_band].