A causal state detector and adaptive gating improve EEG attention-switch decoding accuracy, switch F1, and latency across six evaluation protocols.
Performance and ablation analysis Table 2 compares SGAD with three baseline decision frame- works across two encoders and six evaluation protocols
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SP 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.