Recent years have seen considerable interest in the genetics of autism spectrum disorder (ASD). In this Review, Thomas Bourgeron examines the genetic architecture of this disorder and how ASD-linked mutations might affect synaptic plasticity, before exploring the synaptic homeostasis hypothesis of ASD.