How to Cite CaliBrain

If CaliBrain contributes to a publication, preprint, thesis, or software project, cite the software version and repository used for the analysis.

Recommended citation

Until a formal software paper or archived DOI is available, cite CaliBrain as software:

Orabe, M., Huseynov, I., Nagarajan, S., & Haufe, S. CaliBrain:
simulation-based uncertainty calibration for M/EEG inverse source imaging.
Software, version <version>, https://github.com/braindatalab/CaliBrain

Replace <version> with the version or git commit hash used for the analysis. For reproducibility, include the commit hash whenever possible:

git rev-parse HEAD

BibTeX

@software{calibrain,
  title = {CaliBrain: simulation-based uncertainty calibration for M/EEG inverse source imaging},
  author = {Orabe, Mohammad and Huseynov, Ismail and Nagarajan, Srikantan and Haufe, Stefan},
  url = {https://github.com/braindatalab/CaliBrain},
  version = {<version-or-commit>},
  year = {<year>}
}

What to report

For scientific reproducibility, report:

• CaliBrain version or git commit hash.

• Python version and key dependency versions.

• Workflow configs used for data generation, aggregation, and calibration.

• Dataset or leadfield source.

• Calibration mode, solver, orientation type, noise type, SNR, NNZ, and split definition.

When a DOI or software paper becomes available, this page should be updated and the BibTeX entry should cite the archived release.