312 citations, h-index 10 (Google Scholar, October 2026). Research on brain-computer interfaces, EEG signal processing, machine learning and tinnitus.
Journal articles
- 2023 · Guillard R., Korczowski L., Léger D., Congedo M., Londero A. “REM sleep impairment may underlie sleep-driven modulations of tinnitus in sleep intermittent tinnitus subjects: a controlled study.” International Journal of Environmental Research and Public Health 20(8), 5509. Open access
- 2023 · Guillard R., Hessas A., Korczowski L., Londero A., Congedo M., Loche V. “Comparing clustering methods applied to tinnitus within a bootstrapped and diagnostic-driven semi-supervised framework.” Brain Sciences 13(4), 572. Open access
- 2022 · Huggins J.E., Krusienski D., Vansteensel M.J., Valeriani D., Thelen A., et al. (incl. Korczowski L.) “Workshops of the eighth international brain-computer interface meeting: BCIs: the next frontier.” Brain-Computer Interfaces 9(2), 69-101. DOI
- 2016 · Congedo M., Korczowski L., Delorme A., Lopes da Silva F. “Spatio-temporal common pattern: a companion method for ERP analysis in the time domain.” Journal of Neuroscience Methods 267, 74-88. DOI · PDF · Code (ACSTP)
PhD thesis
- 2018 · Korczowski L. “Methods for multi-subject electroencephalography and application to brain-computer interfaces.” Univ. Grenoble Alpes, defended on October 17, 2018. Manuscript (HAL) · Slides
Open datasets
Four EEG datasets from the Brain Invaders experiments at GIPSA-lab, published on Zenodo in 2019 and reused by other labs to benchmark P300 classifiers.
- Korczowski L., et al. “Brain Invaders calibration-less P300-based BCI with modulation of flash duration (bi2015a).” Zenodo
- Korczowski L., et al. “Brain Invaders calibration-less P300-based BCI using dry EEG electrodes (bi2014a).” Zenodo
- Korczowski L., et al. “Brain Invaders solo versus collaboration: multi-user P300-based BCI (bi2014b).” Zenodo
- Korczowski L., et al. “Brain Invaders cooperative versus competitive: multi-user P300-based BCI (bi2015b).” Zenodo
International conferences
- 2016 · Korczowski L., Bouchard F., Jutten C., Congedo M. “Mining the bilinear structure of data with approximate joint diagonalization.” EUSIPCO 2016, 667-671. Preprint (HAL) · Code · Poster
- 2016 · Bouchard F., Korczowski L., Malick J., Congedo M. “Approximate joint diagonalization within the Riemannian geometry framework.” EUSIPCO 2016, 210-214. Preprint (HAL)
- 2016 · Korczowski L., Barachant A., Andreev A., Jutten C., Congedo M. “Brain Invaders 2: an open source plug and play multi-user BCI videogame.” 6th International Brain-Computer Interface Meeting, Pacific Grove. DOI · Poster
- 2015 · Korczowski L., Congedo M., Jutten C. “Single-trial classification of multi-user P300-based brain-computer interface using Riemannian geometry.” IEEE EMBC 2015, Milano. DOI · Preprint (HAL)
- 2014 · Aksenova T., Eliseyev A., Korczowski L., et al. “Multi-way decoding of wirelessly transmitted ECoG signals from WIMAGINE implant for self-paced brain computer interface.” 6th International BCI Conference, Graz. DOI
- 2014 · Eliseyev A., Mestais C., Charvet G., et al. (incl. Korczowski L.) “CLINATEC BCI platform based on the ECoG-recording implant WIMAGINE and the innovative signal-processing: preclinical results.” IEEE EMBC 2014, Chicago. DOI
Talks, workshops and posters
- 2021 · Riemannian geometry workshop, virtual BCI Meeting 2021. Notebooks
- 2019 · “Extracting event-related sources of ERP-based BCI.” Invited talk, CTRL-labs (Facebook), New York. Slides
- 2018 · “Extracting EEG sources of ERP-based BCI by composite approximate joint diagonalization.” CORTICO / JJC-ICON’18, Toulouse. Slides
- 2016 · “Simultaneous EEG recordings: a BCI application.” Invited talk, SCCN, UC San Diego. Slides
- 2015 · “Multi-subjects EEG classification using Riemannian geometry.” GDR-ISIS, Paris. Slides
- 2015 · “Be on the same wavelength: playing together with a brain-computer interface video-game.” EEATS doctoral school day, Grenoble. Best communication award. Poster