Zimmerman et al. show loss of behavioral inhibition correlated with attenuated theta activity in the primary visual cortex, hippocampus, and deficient top-down control from the prefrontal cortex in the Fmr1 KO mice. These findings shed light on circuit-level impairments underlying behavioral deficits in Fragile X syndrome for potential therapeutic interventions.