Deprivation amblyopia can be reversed by the temporary inactivation of one eye after the critical period. Here, Echevarri-Leet et al. show that this is caused by increased burst firing in the neurons that relay information from the retina to the visual cortex. Even inactivation of the amblyopic eye can drive recovery.