Sorting networks are comparison-based sorting algorithms with a fixed sequence of comparisons. Unlike software sorting algorithms that make data-dependent decisions, sorting networks perform the same comparisons regardless of input data, making them ideal for hardware implementation in FPGAs where parallel comparisons can execute simultaneously.