2022
Meta-analysis of human prediction error for incentives, perception, cognition, and action
Corlett PR, Mollick JA, Kober H. Meta-analysis of human prediction error for incentives, perception, cognition, and action. Neuropsychopharmacology 2022, 47: 1339-1349. PMID: 35017672, PMCID: PMC9117315, DOI: 10.1038/s41386-021-01264-3.Peer-Reviewed Original ResearchConceptsPE signalsDorsomedial prefrontal cortexFamily-wise error correctionPrediction errorHealthy adult participantsSocial inferenceVisual hierarchyVisual perceptionActivation coordinatesFunctional neuroimagingPrefrontal cortexCognitive functionComputational neuroscienceAdult participantsCognitionNeural firingPerceptionError signalArtificial intelligenceTheoretical modelSmall sample sizeWhole brainNeuroscienceRewardMKDA
2020
Computational Models of Drug Use and Addiction: A Review
Mollick JA, Kober H. Computational Models of Drug Use and Addiction: A Review. Journal Of Psychopathology And Clinical Science 2020, 129: 544-555. PMID: 32757599, PMCID: PMC7416739, DOI: 10.1037/abn0000503.Peer-Reviewed Original ResearchConceptsBrain-based modelsBehavioral controlComputational modelGoal-directed systemAspects of addictionCurrent computational modelsExecutive control circuitPredictive coding approachSymptoms of addictionModel of learningComputational accountPrediction errorComputational theoryPrefrontal cortexDrug useBrain areasDorsal striatumAddictionDopamine systemEffects of drugsBasal gangliaHuman dataCoding approachesBroad categoriesMotivation