As in the throwaway line in The Brain of Morbius, the Hoothi travel in gas filled dirigibles the size of a small moon.
Using Hoothi filaments (resembling white fibres) they were able to forcibly control the minds and bodies of living (and deceased) lifeforms and absorb the knowledge and memories of infected intelligent beings to expand their own knowledge.