Stimulus reconstruction-based DNNs overestimate auditory attention decoding on unbalanced EEG datasets; LOPEO cross-validation prevents the inflation.
Beware of Over estimated Decoding Performance Arising from Temporal Autocorrelations in Electroencephalogram Signals,
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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.