Consistent with most findings from FXS patients and rodent models, our results demonstrated an increase in gamma power in fmr1KO female mice, reinforcing gamma power as a robust and reliable EEG phenotype across FXS models. Additionally, theta-gamma cross frequency amplitude coupling is inversely coupled in female FXS model, which is similar to what has been reported in FXS patients. Overall, our findings reveal that some, but not all EEG biomarkers observed in FXS patients are replicated in the