Hippocampal synaptic dysfunctions are an early symptom of Alzheimer’s disease. Here, the authors find adenosine A2A receptors are up-regulated in APP/PS1 model mice and that deleting or blocking receptor activity helps alleviate plasticity and memory impairments.