Its just a capacitor, to filter noise off the IC's VCC pin.
It would actually be better to have single 0.1uF caps for each chip VCC pin.
Every one else in this thread about the capacitor is completely wrong.
Specifically the characteristic of the capacitor is to pass ac signals to ground (noise). This results in a stable dc supply for the chips.