DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding

ArXi:2604.18095v1 Announce Type: new In real-world applications of noninvasive electroencephalography (EEG), specialized decoders often show limited generalizability across diverse tasks under subject-independent settings. One central challenge is that task-relevant EEG signals often follow different temporal organization patterns across tasks, while many existing methods rely on task-tailored architectural designs that