Closing a switch for a fixed (but short! milliseconds) amount of time
It's not coincidence that you found 555. Fixed time means you have to measure time. 555 is classic to make sawtooth wave, compare it to reference and restart by discharge sawtooth capacitor. 

Milliseconds time is just fine for 555. By the way, the circuit is called monostable.