Long-term depression (LTD) is a persistent decrease in synaptic strength that occurs following certain patterns of activity between neurons. This process plays a crucial role in refining neural circuits and is essential for learning and memory, as it helps to decrease the efficacy of synapses that are less important, allowing the brain to adapt and reorganize itself based on experiences.