Note

This page is a reference documentation. It only explains the function signature, and not how to use it. Please refer to the user guide for the big picture.

8.2.12. nilearn.datasets.fetch_atlas_allen_2011

nilearn.datasets.fetch_atlas_allen_2011(data_dir=None, url=None, resume=True, verbose=1)

Download and return file names for the Allen and MIALAB ICA atlas (dated 2011). See [1].

The provided images are in MNI152 space.

Parameters
data_dirstr, optional

Directory where data should be downloaded and unpacked.

urlstr, optional

Url of file to download.

resumebool, optional

Whether to resumed download of a partly-downloaded file. Default=True.

verboseint, optional

Verbosity level (0 means no message). Default=1.

Returns
datasklearn.datasets.base.Bunch

Dictionary-like object, keys are:

  • “maps”: T-maps of all 75 unthresholded components.

  • “rsn28”: T-maps of 28 RSNs included in E. Allen et al.

  • “networks”: string list containing the names for the 28 RSNs.

  • “rsn_indices”: dict[rsn_name] -> list of int, indices in the “maps” file of the 28 RSNs.

  • “comps”: The aggregate ICA Components.

  • “description”: details about the data release.

Notes

Licence: unknown

See http://mialab.mrn.org/data/index.html for more information on this dataset.

References

1

E. Allen, et al, “A baseline for the multivariate comparison of resting state networks,” Frontiers in Systems Neuroscience, vol. 5, p. 12, 2011.

8.2.12.1. Examples using nilearn.datasets.fetch_atlas_allen_2011