SHAP value-based ERP analysis (SHERPA): Increasing the sensitivity of EEG signals with explainable AI methods

In conclusion, our new method not only offers an analysis approach suitable in situations with limited prior knowledge of the effect in question but also an increased sensitivity capable of distinguishing neural processes with high precision.PMID:38453828 | DOI:10.3758/s13428-023-02335-7

Source: Behavior Research Methods - March 7, 2024 Category: Psychiatry & Psychology Authors: Sophia Sylvester Merle Sagehorn Thomas Gruber Martin Atzmueller Benjamin Sch öne Source Type: research