Using two (2) internet cable modems on a single service line

I have a coaxial cable running to a second building that can be connected with a splitter to my coaxial cable providing my internet service.

Is it possible to install a second internet cable modem on the coaxial cable in the second building and have two (2) internet cable modems connected to a single service line at the same time?