moabb.datasets.Cattan2019_PHMD#

class moabb.datasets.Cattan2019_PHMD[source]#

Passive Head Mounted Display with Music Listening dataset.

Dataset summary

#Subj

#Chan

#Classes

Trials length

Sampling rate

#Sessions

#Blocks / class

12

16

2

60s

512Hz

1

10

We describe the experimental procedures for a dataset that we have made publicly available at https://doi.org/10.5281/zenodo.2617084 in mat (Mathworks, Natick, USA) and csv formats. This dataset contains electroencephalographic recordings of 12 subjects listening to music with and without a passive head-mounted display, that is, a head-mounted display which does not include any electronics at the exception of a smartphone. The electroencephalographic headset consisted of 16 electrodes. Data were recorded during a pilot experiment taking place in the GIPSA-lab, Grenoble, France, in 2017 (Cattan and al, 2018). The ID of this dataset is PHMDML.EEG.2017-GIPSA.

full description of the experiment https://hal.archives-ouvertes.fr/hal-02085118

Link to the data https://doi.org/10.5281/zenodo.2617084

Authors Principal Investigator: Eng. Grégoire Cattan Technical Supervisors: Eng. Pedro L. C. Rodrigues Scientific Supervisor: Dr. Marco Congedo

ID of the dataset PHMDML.EEG.2017-GIPSA

Notes

Note

Cattan2019_PHMD was previously named HeadMountedDisplay. HeadMountedDisplay will be removed in version 1.1.

New in version 1.0.0.

References

1

G. Cattan, P. L. Coelho Rodrigues, and M. Congedo, ‘Passive Head-Mounted Display Music-Listening EEG dataset’, Gipsa-Lab ; IHMTEK, Research Report 2, Mar. 2019. doi: 10.5281/zenodo.2617084.

data_path(subject, path=None, force_update=False, update_path=None, verbose=None)[source]#

Get path to local copy of a subject data.

Parameters

  • subject (int) – Number of subject to use

  • path (None | str) – Location of where to look for the data storing location. If None, the environment variable or config parameter MNE_DATASETS_(dataset)_PATH is used. If it doesn’t exist, the “~/mne_data” directory is used. If the dataset is not found under the given path, the data will be automatically downloaded to the specified folder.

  • force_update (bool) – Force update of the dataset even if a local copy exists.

  • update_path (bool | None Deprecated) – If True, set the MNE_DATASETS_(dataset)_PATH in mne-python config to the given path. If None, the user is prompted.

  • verbose (bool, str, int, or None) – If not None, override default verbose level (see mne.verbose()).

Returns

path – Local path to the given data file. This path is contained inside a list of length one, for compatibility.

Return type

list of str

Examples using moabb.datasets.Cattan2019_PHMD#

Spectral analysis of the trials

Spectral analysis of the trials

Spectral analysis of the trials