It is possible, yes. You can install with 3GB of RAM, but you won't really want to run the appliance with that little. You definitely will not want to put it in production and testing will need to be light. With that little RAM, errors will crop up easier and processes will potentially fail.
Also, the memory needed varies based on Role. You will need more RAM for a Scanner/Control Center combo box.