Programmable Logic Devices (PLDs) allow users to implement complex digital logic designs in a single device, with types including SPLDs, CPLDs, and FPGAs. They can be electrically erased and reprogrammed, offering flexibility for prototyping and academic use. Each category has unique structures and capabilities, with FPGAs supporting a larger number of gates and customizable logic functions through user-defined programming.