@article{lotte:hal-01846433, TITLE = {{A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update}}, AUTHOR = {Lotte, Fabien and Bougrain, Laurent and Cichocki, Andrzej and Clerc, Maureen and Congedo, Marco and Rakotomamonjy, Alain and Yger, Florian}, URL = {https://inria.hal.science/hal-01846433}, JOURNAL = {{Journal of Neural Engineering}}, PUBLISHER = {{IOP Publishing}}, VOLUME = {15}, NUMBER = {3}, PAGES = {55}, YEAR = {2018}, MONTH = Apr, DOI = {10.1088/1741-2552/aab2f2}, KEYWORDS = {Brain-Computer Interfaces ; Adaptive classifiers ; Transfer learning ; Riemannian geometry ; Tensors ; Deep learning ; Feature extraction ; Spatial filtering ; EEG ; Machine learning ; Classification ; Signal processing ; BCI ; Electroencephalography}, PDF = {https://inria.hal.science/hal-01846433/file/JNE2017-reviewClassification-RevisedFinal.pdf}, HAL_ID = {hal-01846433}, HAL_VERSION = {v1}, }