Stimulus reconstruction-based DNNs overestimate auditory attention decoding on unbalanced EEG datasets; LOPEO cross-validation prevents the inflation.
ListenNet: A Lightweight Spatio - Temporal Enhancement Nested Network for Auditory Attention Detection,
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Decoding Stimulus Reconstruction-Based Auditory Attention Robustly in Unbalanced EEG Datasets
Stimulus reconstruction-based DNNs overestimate auditory attention decoding on unbalanced EEG datasets; LOPEO cross-validation prevents the inflation.