Neuroscientists have discovered a novel mechanism for memory formation. Voltage-sensitive dye imaging of the swim motor program of the sea slug Tritonia reveals that some neurons possess characteristics that predispose them to join neural networks in which learning is taking place. The findings represent a shift from the field’s long-term focus on synaptic plasticity.