Yup. Do it all the time. Make sure you have the correct wrench with you when you go.
My assioma’s fasten via a hex wrench but you can’t access the back of the crank on a lot of spin bikes (body of bike gets in the way). If this is the case and you own assioma’s you’ll need to find a different bike. It works on pelotons and some of the simple spin bikes.