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Highlights ► Recurrence quantification analysis (RQA) allows quantifying signal characteristics of single trial ERPs measured with and without noise induced by parallel MRI. ► RQA power to discriminate responses to different tone types in an oddball experiment was not significantly superior to a linear amplitude analysis. ► However, RQA has the potential to provide additional trial-by-trial information compared to classical amplitude based analysis.