How to cite Braindecode

Citing the Braindecode

If you use Braindecode in scientific work, please cite the software using the global Zenodo DOI shown in the badge below:

You can use the following BibTeX entry:

@software{braindecode,
  author = {Aristimunha, Bruno and
            Guetschel, Pierre and
            Wimpff, Martin and
            Gemein, Lukas and
            Rommel, Cedric and
            Banville, Hubert and
            Sliwowski, Maciej and
            Wilson, Daniel and
            Brandt, Simon and
            Gnassounou, Théo and
            Paillard, Joseph and
            {Junqueira Lopes}, Bruna and
            Sedlar, Sara and
            Moreau, Thomas and
            Chevallier, Sylvain and
            Gramfort, Alexandre and
            Schirrmeister, Robin Tibor},
  title = {Braindecode: toolbox for decoding raw electrophysiological brain data
           with deep learning models},
  url = {https://github.com/braindecode/braindecode},
  doi = {10.5281/zenodo.17699192},
  publisher = {Zenodo},
  license = {BSD-3-Clause},
}

Or the following APA reference:

Aristimunha, B., Guetschel, P., Wimpff, M., Gemein, L., Rommel, C., Banville, H., Sliwowski, M., Wilson, D., Brandt, S., Gnassounou, T., Paillard, J., Junqueira Lopes, B., Sedlar, S., Moreau, T., Chevallier, S., Gramfort, A., & Schirrmeister, R. T. Braindecode: toolbox for decoding raw electrophysiological brain data with deep learning models [Software]. Zenodo. https://doi.org/10.5281/zenodo.17699192

Additionally, we highly encourage you to cite the article that originally introduced the Braindecode library and has served as a foundational reference for many works on deep learning with EEG recordings. Please use the following reference:

@article {HBM:HBM23730,
author = {Schirrmeister, Robin Tibor and Springenberg, Jost Tobias and Fiederer,
  Lukas Dominique Josef and Glasstetter, Martin and Eggensperger, Katharina and Tangermann, Michael and
  Hutter, Frank and Burgard, Wolfram and Ball, Tonio},
title = {Deep learning with convolutional neural networks for EEG decoding and visualization},
journal = {Human Brain Mapping},
issn = {1097-0193},
url = {http://dx.doi.org/10.1002/hbm.23730},
doi = {10.1002/hbm.23730},
month = {aug},
year = {2017},
keywords = {electroencephalography, EEG analysis, machine learning, end-to-end learning, brain–machine interface,
  brain–computer interface, model interpretability, brain mapping},
}

Citing the MNE

Braindecode is built on top of the MNE-Python software. you can use the DOIs provided by Zenodo. Additionally, we also ask that when citing the MNE-Python package, you cite the canonical journal article reference below:

@article{10.3389/fnins.2013.00267,
author={Gramfort, Alexandre and Luessi, Martin and Larson, Eric and Engemann,
        Denis and Strohmeier, Daniel and Brodbeck, Christian and Goj, Roman and Jas,
        Mainak and Brooks, Teon and Parkkonen, Lauri and Hämäläinen, Matti},
title={{MEG and EEG data analysis with MNE-Python}},
journal={Frontiers in Neuroscience},
volume={7},
pages={267},
year={2013},
url={https://www.frontiersin.org/article/10.3389/fnins.2013.00267},
doi={10.3389/fnins.2013.00267},
issn={1662-453X},
}

Citing other algorithms

Depending on your research topic, it may also be appropriate to cite related method papers, some of which are listed in the documentation strings of the relevant functions or methods. We recommend always check the documentation of the function.