Time-invariant networks are electrical networks whose characteristics do not change over time, meaning the response of the network to any input remains consistent regardless of when the input is applied. This concept is essential in understanding how circuits behave predictably, enabling the analysis of complex systems through simplified models. Time-invariance allows for the application of linear circuit analysis techniques, facilitating easier calculations and predictions for voltage and current relationships within two-port network representations.