Diaphragm actuators are made out of a round piece of rubber and squeezed around its edges between two side of a cylinder or chamber that allows air pressure to enter either side pushing the piece of rubber one direction or the other.
In this context, diaphragm actuators involve a round rubber component being squeezed between the edges of two opposing sides of a cylindrical space, utilizing air pressure to move the rubber along one direction or another.