Transformers have rapidly influenced research across various domains. With their superior
capability to encode long sequences, they have demonstrated exceptional performance …

Motor imagery electroencephalogram (MI-EEG) plays an important role in the brain
computer interface-based neuro-rehabilitation, and it is challenging to make the recognition …

Emotional states evolve gradually from their onset to full manifestation, reflected in changes
in brain functional connectivity. Existing research often focuses only on the final emotional …

Electroencephalography (EEG) has gained considerable traction in diverse research and
clinical applications due to its non-invasive nature, real-time brain activity monitoring …