The machine does a cursory check of the RAM at startup - twice the RAM = twice the time needed for that portion of startup.
Contrary to popular belief, additional ram does not speed up startup times (startup is mostly influenced by the number of processes that are being opened (including Startup items, Widgets, Finder modifications, background programs, etc) and by the hard drive performance.