.. meta::
   :description: How to cite MOABB in academic publications. BibTeX entries for the MOABB software (Zenodo DOI 10.5281/zenodo.10034223) and the MOABB benchmark paper.
   :keywords: cite MOABB, MOABB BibTeX, MOABB DOI, BCI benchmark citation, MOABB paper

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., Barthelemy, Q., Schirrmeister, R. T., Kobler, R., Kalunga, E., Darmet, L., Gregoire, C., Abdul Hussain, A., Gatti, R., Goncharenko, V., Andreev, A., Tates, A., Kojima, S., Thielen, J., Hajhassani, D., Begany, K., Moreau, T., Roy, Y., Jayaram, V., Barachant, A., & Chevallier, S. (2026). Mother of all BCI Benchmarks (Version 1.5.0). Zenodo. `10.5281/zenodo.10034223 <https://doi.org/10.5281/zenodo.10034223>`__

and here is the Bibtex version:

.. code-block:: bibtex

    @software{Aristimunha_Mother_of_all,
      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
                      Barthelemy, Quentin and
                      Schirrmeister, Robin Tibor and
                      Kobler, Reinmar and
                      Kalunga, Emmanuel and
                      Darmet, Ludovic and
                      Gregoire, Cattan and
	                      Abdul Hussain, Ali and
	                      Gatti, Ramiro and
	                      Goncharenko, Vladislav and
	                      Andreev, Anton and
	                      Tates, Alberto and
	                      Kojima, Simon and
	                      Thielen, Jordy and
	                      Hajhassani, Davoud and
	                      Begany, Katelyn and
	                      Moreau, Thomas and
	                      Roy, Yannick and
	                      Jayaram, Vinay and
	                      Barachant, Alexandre and
                      Chevallier, Sylvain},
            title        = {Mother of all BCI Benchmarks},
            year         = 2026,
            publisher    = {Zenodo},
            version      = {1.5.0},
            url = {https://github.com/NeuroTechX/moabb},
            doi = {10.5281/zenodo.10034223},
    }

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

-  Sylvain Chevallier, Igor Carrara, Bruno Aristimunha, Pierre Guetschel, Bruna Junqueira Lopes, Sébastien Velut, Salim Khazem, Thomas Moreau. `The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark <https://cnrs.hal.science/hal-04537061/>`__, 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 <https://doi.org/10.1088/1741-2552/aadea0>`__

Here is the BibTeX entry for the above paper:

.. code-block:: bibtex

   @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][link_gitter] or open an
issue! We would love to hear about your work and help you promote it.