A causal state detector and adaptive gating improve EEG attention-switch decoding accuracy, switch F1, and latency across six evaluation protocols.
By adaptively modulating temporal smooth- ing according to inferred transition states, SGAD mitigates the trade-off between stability and responsiveness
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SGAD: A State-Guided Adaptive Decision Framework for Robust EEG-Based Auditory Attention Switch Decoding
A causal state detector and adaptive gating improve EEG attention-switch decoding accuracy, switch F1, and latency across six evaluation protocols.