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Exploring the Potential of Attention Mechanism-Based Deep Learning for Robust Subject-Independent Motor-Imagery Based BCIs.

, and . IEEE Access, (2023)

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A Study on Stroke Rehabilitation through Task-Oriented Control of a Haptic Device via Near-Infrared Spectroscopy-Based BCI., , , , and . CoRR, (2013)Design and evaluation of a P300 visual brain-computer interface speller in cyrillic characters., , , and . RO-MAN, page 1006-1011. IEEE, (2017)Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications., , and . IEEE Access, (2023)Trained by demonstration humanoid robot controlled via a BCI system for telepresence., , , and . BCI, page 1-4. IEEE, (2018)Deep Transfer Learning for Subject-Independent ERP-based BCIs., , , and . BCI, page 1-3. IEEE, (2021)Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis for Cost-Sensitive Binary Classification., , , and . IEEE Signal Process. Lett., 26 (9): 1300-1304 (2019)Cortical activation pattern for grasping during observation, imagery, execution, FES, and observation-FES integrated BCI: An fNIRS pilot study., , , , , , and . EMBC, page 6345-6348. IEEE, (2013)A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interfaces., and . IEEE Trans. Syst. Man Cybern. Syst., 52 (5): 2744-2756 (2022)Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces., and . IEEE J. Biomed. Health Informatics, 23 (5): 2009-2020 (2019)Exploring the Potential of Attention Mechanism-Based Deep Learning for Robust Subject-Independent Motor-Imagery Based BCIs., and . IEEE Access, (2023)