Researchers bring noninvasive EEG-based BCI one step closer to everyday use by demonstrating real-time brain decoding of individual finger movement intentions and control of a dexterous robotic hand ...

Recently, various biosignals have been combined with electroencephalography (EEG) to build hybrid brain-computer interface (BCI) systems to improve system performance. Since steady-state visual evoked ...

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This paper proposes a novel deep learning architecture for EEG-based Brain-Computer Interface (BCI) systems, optimized for real-world deployment. BCI is fundamentally a communication problem, yet many ...