Memristors are fundamental electronic components that regulate the flow of electrical current in a circuit and retain memory of past voltages. They are considered the fourth basic circuit element, alongside resistors, capacitors, and inductors. The unique property of memristors is their ability to remember the amount of charge that has passed through them, making them valuable in non-volatile memory applications.