Yes, you can, but bear in mind that they don't really like being disturbed, so it's prudent to take cuttings just in case!

thanks spritzhenry I will take a cutting first, I wouldn't try to split any but garnet, as I think its the hardest and most reliable one of them all

Taz I would take several cuttings just in case. They root easily but you never know.