Why do pulsars beep?

Pulsars rotate like most stars. Pulsars also emit beams of energy which, if they cross our path are perceived as pulses of energy with a regular rate (ticks, beeps, etc). This is called the lighthouse effect. Picture a lighthouse -- the lighthouse itself is the pulsar, and the beam of light is like the pulsar's beam.