Imaginary numbers are numbers that contain an "i" and represent the square root of a negative real number. Imaginary numbers on a calculator are displayed by changing the mode to show a+bi. There are rules for operations with imaginary numbers, such as conjugate pairs multiplying to a real number and not having an imaginary number in the denominator during division.