Cerebral Cortex · 2019 · 26 citations · 43 references
MedicineNeurosciencePsychologyBehavioral NeuroscienceCognitive NeuroscienceMemoryAttentional ControlClassical ConditioningFunctional NeuroimagingNeural Basis Of AttentionPerceptual LearningSelective AttentionAttention-dependent ModulationImmediate EffectsLong-term Behavior ChangePerceptual RepresentationPreference RepresentationPrefrontal Cortex InteractionsPrefrontal Cortex InvolvementPrefrontal Interactions
Behavioral change studies and interventions focus on self-control and external reinforcements to influence preferences. Cue-approach training (CAT) has been shown to induce preference changes lasting months by merely associating items with neutral cues and speeded responses. We utilized this paradigm to study neural representation of preferences and their modification without external reinforcements. We scanned 36 participants with fMRI during a novel passive viewing task before, after and 30 days following CAT. We preregistered the predictions that activity in memory, top-down attention, and value-processing regions will underlie preference modification. While most theories associate preferences with prefrontal regions, we found that "bottom-up" perceptual mechanisms were associated with immediate change, whereas reduced "top-down" parietal activity was related to long-term change. Activity in value-related prefrontal regions was enhanced immediately after CAT for trained items and 1 month after for all items. Our findings suggest a novel neural mechanism of preference representation and modification. We suggest that nonreinforced change of preferences occurs initially in perceptual representation of items, putatively leading to long-term changes in "top-down" processes. These findings offer implementation of bottom-up instead of top-down targeted interventions for long-lasting behavioral change.
43
Cortical Surface-Based Analysis
Anders M. Dale, Bruce Fischl, Martin I. Sereno · NeuroImage · 1999 · 11.5K citations
fMRIPrep: a robust preprocessing pipeline for functional MRI
Oscar Estéban, Christopher J. Markiewicz, Ross Blair et al. · Nature Methods · 2018 · 4.2K citations