Spike-frequency adaptation is a neural mechanism where the firing rate of a neuron decreases over time in response to a sustained stimulus, despite the stimulus remaining constant. This phenomenon allows neurons to adjust their sensitivity to prolonged inputs, playing a crucial role in sensory processing and neural coding by preventing saturation and enabling the detection of changes in stimulus intensity.