SVM-enhanced attention mechanisms for motor imagery EEG classification in brain-computer interfaces
Brain-Computer Interfaces (BCIs) leverage brain signals to facilitate communication and control, particularly benefiting individuals with motor impairments. Motor imagery (MI)-based BCIs, utilizing non-invasive electroencephalography (EEG), face challenges due to high signal variability, noise, and...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Frontiers Media S.A.
2025-07-01
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| Series: | Frontiers in Neuroscience |
| Assuntos: | |
| Acceso en liña: | https://www.frontiersin.org/articles/10.3389/fnins.2025.1622847/full |
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