Citing MOABB and related publications#

If you use MOABB in your experiments, please cite this library when publishing a paper to increase the visibility of open science initiatives:

Aristimunha, B., Carrara, I., Guetschel, P., Sedlar, S., Rodrigues, P., Sosulski, J., Narayanan, D., Bjareholt, E., Quentin, B., Schirrmeister, R. T.,Kalunga, E., Darmet, L., Gregoire, C., Abdul Hussain, A., Gatti, R., Goncharenko, V., Thielen, J., Moreau, T., Roy, Y., Jayaram, V., Barachant,A., & Chevallier, S. Mother of all BCI Benchmarks (MOABB), 2023. DOI: 10.5281/zenodo.10034223

and here is the Bibtex version:

@software{Aristimunha_Mother_of_all_2023,
  author = {Aristimunha, Bruno and Carrara, Igor and Guetschel, Pierre and Sedlar, Sara and Rodrigues, Pedro and Sosulski, Jan and Narayanan, Divyesh and Bjareholt, Erik and Quentin, Barthelemy and Schirrmeister, Robin Tibor and Kalunga, Emmanuel and Darmet, Ludovic and Gregoire, Cattan and Abdul Hussain, Ali and Gatti, Ramiro and Goncharenko, Vladislav and Thielen, Jordy and Moreau, Thomas and Roy, Yannick and Jayaram, Vinay and Barachant, Alexandre and Chevallier, Sylvain},
  doi = {10.5281/zenodo.10034223},
  title = {{Mother of all BCI Benchmarks}},
  url = {https://github.com/NeuroTechX/moabb},
  version = {1.0.0},
  year = {2023}
}

If you want to cite the scientific contributions of MOABB, you could use the following paper:

Sylvain Chevallier, Igor Carrara, Bruno Aristimunha, Pierre Guetschel, Sara Sedlar, Bruna Junqueira Lopes, Sébastien Velut, Salim Khazem, Thomas Moreau. The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark, 2023. HAL: hal-04537061.
Vinay Jayaram and Alexandre Barachant. MOABB: trustworthy algorithm benchmarking for BCIs. Journal of neural engineering 15.6 (2018): 066011. DOI:10.1088/1741-2552

Here is the BibTeX entry for the above paper:

@article{moabb2018,
  title={MOABB: trustworthy algorithm benchmarking for BCIs},
  author={Jayaram, Vinay and Barachant, Alexandre},
  journal={Journal of neural engineering},
  volume={15},
  number={6},
  pages={066011},
  year={2018},
  publisher={IOP Publishing}
}

If you publish a paper using MOABB, please contact us on gitter or open an issue, and we will add your paper to the dedicated wiki page.