Reward and punishment promote distinct computational effort profiles for adaptive cognitive control
Yee, D. M.; Prater Fahey, M.; Cheng, Z. M.; Leng, X.; Kim, J.; Tarlow, M.; Mundy, K.; Nevins, S.; Shenhav, A.
Show abstract
Human motivation is fundamentally shaped by ones expectations of the reward they could earn for good performance or the penalty they would avoid for poor performance. However, the extent to which distinct brain regions are selectively associated with specific incentives and/or their corresponding influence on control strategy remains unclear. Using model-based fMRI and a novel multi-incentive control task, we observed distinct neural patterns by incentive valence, with ventral striatum and caudal subregion of dorsal anterior cingulate cortex showing greater sensitivity to rewards whereas inferior frontal gyrus and rostral subregion of dorsal anterior cingulate cortex showing greater sensitivity to penalties. Reward-sensitive regions were associated with increased efficiency (e.g., faster responding with moderate decreases in accuracy) whereas penalty-sensitive regions were associated with increased caution (e.g., slower responding with increased accuracy). We disentangled the global and selective influences of motivation on control processes and subjective experience, providing novel insight into the neurocomputational mechanisms of how effort is determined by expected reward and punishment. TeaserDistinct dACC sub-networks guide dissociable control strategies, revealing how dissociable mental effort profiles are determined by reward and punishment.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Omissions of Threat Trigger Subjective Relief and Prediction Error-Like Signaling in the Human Reward and Salience Systems 97%
- Evidence accumulation, not "self-control," explains dorsolateral prefrontal activationduring normative choice 96%
- Reconfigurations of cortical manifold structure during reward-based motor learning 96%
Similar papers in this journal
- The hippocampus pre-orders movements for skilled action sequences 96%
- 7-Tesla evidence for columnar and rostral-caudal organization of the human periaqueductal grey response in the absence of threat: a working memory study. 95%
- Dorsal Anterior Cingulate Cortex Encodes the Integrated Incentive Motivational Value of Cognitive Task Performance 95%
Similar papers in this journal
- Beta and theta oscillations track effort and previous reward in human basal ganglia and prefrontal cortex during decision making 96%
- Striatal and cerebellar interactions during reward-based motor performance 95%
- Neural signatures of attentional engagement during narratives and its consequences for event memory 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.