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.
- Returns
tdetects: List(tuples)
Detected hfo events with the structure [band_idx, start, stop, max_amplitude, freq_band]