The Collaborative International Dictionary of English v.0.48:

Associationist \As*so`ci*a"tion*ist\, n. (Philos.)
   One who explains the higher functions and relations of the
   soul by the association of ideas; e. g., Hartley, J. C. Mill.
   [1913 Webster]