Long-term depression (LTD) is a process by which synaptic connections between neurons become weaker over time, playing a crucial role in synaptic plasticity and memory formation. It is essential for balancing synaptic strengthening and weakening, thereby maintaining neural network stability and preventing excitotoxicity.