pyriemann_qiskit.utils.dataset.get_mne_sample

pyriemann_qiskit.utils.dataset.get_mne_sample(n_trials=10, include_auditory=False)[source]

Return sample data from the MNE dataset [1].

Epochs of duration 1s from a checkerboard/tone experiment. Only visual left and right trials are selected, returned filtered.

Parameters:

  • n_trials (int (default:10)) – Number of trials to return. If -1, all trials are returned.

  • include_auditory (bool (default:False)) – If True, also return auditory stimulation trials.

Returns:

  • X (ndarray, shape (n_trials, n_channels, n_times)) – Array of trials.

  • y (ndarray, shape (n_trials,)) – Target vector relative to X.

Notes

Added in version 0.0.1.

Changed in version 0.1.0: Added include_auditory parameter.

Changed in version 0.6.0: Moved to utils module.

References