A causal state detector and adaptive gating improve EEG attention-switch decoding accuracy, switch F1, and latency across six evaluation protocols.
EEG-speech matching To provide attention evidence for sequential decision-making, we first formulate AASD as an EEG-speech matching problem
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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.