Power supply decoupling is a technique used to stabilize the power supply voltage by reducing noise and voltage fluctuations in electronic circuits. It involves placing capacitors close to the power pins of integrated circuits to provide a local energy reservoir, thereby minimizing the impact of transient currents and electromagnetic interference.