Mentats are that class of Imperial citizens trained for supreme accomplishments of logic.
Training centers to become mentats opened after the end of the Butlerian Jihad. During this time many machines were outlawed, resulting in mentats often being called "Human Computers".
The mentats often take the "Juice of Sapho", claiming that it amplifies the mind.