Signed integers can represent both positive and negative numbers, whereas unsigned integers can only represent non-negative numbers, effectively doubling the positive range of values they can hold compared to signed integers of the same bit width. Choosing between signed and unsigned integers impacts memory usage, overflow behavior, and the range of values that can be represented in programming and computer systems.