title: The role of the lateral frontal cortex in causal associative learning: exploring preventative and super-learning.
abstract: Prediction error--a mismatch between expected and actual outcome--is critical to associative accounts of inferential learning. However, it has proven difficult to explore the effects of prediction error using functional magnetic resonance imaging (fMRI) while excluding the confounding effects of stimulus novelty and incorrect responses. In this event-related fMRI study we used a three-stage experiment generating preventative- and super-learning conditions. In both cases, it was possible to generate prediction error within a causal associative learning experiment while subtracting the effects of novelty and error. We show that right lateral prefrontal cortex (PFC) activation is sensitive to the magnitude of prediction error. Furthermore, super-learning activation in this region of PFC correlates, across subjects, with the amount learned. We thus provide direct evidence for a brain correlate of the surprise-dependent mechanisms proposed by associative accounts of causal learning. We show that activity in right lateral PFC is sensitive to the magnitude, though not the direction, of the prediction error. Furthermore, its activity is not directly explicable in terms of novelty or response errors and appears directly related to the learning that arises out of prediction error.
authors.affiliation: Department of Psychiatry, University of Cambridge, School of Clinical Medicine, Addenbrooke's Hospital, CB2 2QQ, UK.
authors.forename: Danielle C
authors.initials: DC
authors.lastname: Turner
authors.forename: Michael R F
authors.initials: MR
authors.lastname: Aitken
authors.forename: David R
authors.initials: DR
authors.lastname: Shanks
authors.forename: Barbara J
authors.initials: BJ
authors.lastname: Sahakian
authors.forename: Trevor W
authors.initials: TW
authors.lastname: Robbins
authors.forename: Christian
authors.initials: C
authors.lastname: Schwarzbauer
authors.forename: Paul C
authors.initials: PC
authors.lastname: Fletcher
mesh_terms: D000328:Adult; D001245:Association Learning / Q000502:physiology*; D001931:Brain Mapping / Q000379:methods*; D005071:Evoked Potentials / Q000502:physiology*; D005260:Female; D005625:Frontal Lobe / Q000502:physiology*; D006801:Humans; D008279:Magnetic Resonance Imaging / Q000379:methods*; D008297:Male; D009474:Neurons / Q000502:physiology*