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The Repeated-Stimulus Confound in Electroencephalography

q-bio.NC · 2025-08-01 · unverdicted · novelty 5.0

The repeated-stimulus confound, where models are trained and tested on repeated presentations of identical stimuli, inflates reported EEG decoding accuracies by an estimated 4.46 to 7.42 percent.

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  • The Repeated-Stimulus Confound in Electroencephalography q-bio.NC · 2025-08-01 · unverdicted · none · ref 5

    The repeated-stimulus confound, where models are trained and tested on repeated presentations of identical stimuli, inflates reported EEG decoding accuracies by an estimated 4.46 to 7.42 percent.