2011
Mutual Interference Between Statistical Summary Perception and Statistical Learning
Zhao J, Ngo N, McKendrick R, Turk-Browne NB. Mutual Interference Between Statistical Summary Perception and Statistical Learning. Psychological Science 2011, 22: 1212-1219. PMID: 21852450, DOI: 10.1177/0956797611419304.Peer-Reviewed Original ResearchConceptsSummary perceptionStatistical learningStatistical regularitiesSet of objectsSummary taskControl taskVisual systemPerceptionRobust learningIndividual objectsTaskLearningSuch regularitiesStatistical summariesSummary judgmentParticipantsStatistical processingRegularitySummary statisticsMutual interferenceObjectsJudgmentsSetStatisticiansProcessing
2010
Implicit Perceptual Anticipation Triggered by Statistical Learning
Turk-Browne NB, Scholl BJ, Johnson MK, Chun MM. Implicit Perceptual Anticipation Triggered by Statistical Learning. Journal Of Neuroscience 2010, 30: 11177-11187. PMID: 20720125, PMCID: PMC2947492, DOI: 10.1523/jneurosci.0858-10.2010.Peer-Reviewed Original ResearchConceptsStatistical learningPerceptual anticipationPredictive stimuliStatistical regularitiesRapid event-related fMRIUnrelated cognitive taskEvent-related fMRIVentral visual cortexAdditional brain regionsRight anterior hippocampusGreater hemodynamic responseUnsupervised statistical learningBehavioral primingCognitive tasksImplicit anticipationOngoing perceptionAnterior hippocampusParietal cortexSequential contingenciesObject recognitionHuman observersVisual imagesBrain regionsHemodynamic responseVisual cortex
2009
Neural Evidence of Statistical Learning: Efficient Detection of Visual Regularities Without Awareness
Turk-Browne NB, Scholl BJ, Chun MM, Johnson MK. Neural Evidence of Statistical Learning: Efficient Detection of Visual Regularities Without Awareness. Journal Of Cognitive Neuroscience 2009, 21: 1934-1945. PMID: 18823241, PMCID: PMC2773825, DOI: 10.1162/jocn.2009.21131.Peer-Reviewed Original ResearchConceptsStatistical learningAbsence of awarenessMedial temporal lobeRobust neural responsesType of learningPerceptual processingNeural evidenceRelational memoryEvidence of learningNeural signaturesAssociative learningVisual regularityVisual regionsGreater activationNeural responsesStatistical regularitiesTemporal lobeUnstructured sequenceStatistical structureLearningLittle exposureUnsupervised learningAwarenessFMRIMemory
2008
Multidimensional Visual Statistical Learning
Turk-Browne NB, Isola PJ, Scholl BJ, Treat TA. Multidimensional Visual Statistical Learning. Journal Of Experimental Psychology Learning Memory And Cognition 2008, 34: 399-407. PMID: 18315414, DOI: 10.1037/0278-7393.34.2.399.Peer-Reviewed Original ResearchConceptsVisual statistical learningStatistical learningFeature dimensionDifferent feature dimensionsVisual stimuliStatistical regularitiesParticular colorTest itemsColor patchesColor pairsMultidimensional objectsLearningStimuliObjectsObserverDimensionsItemsFundamental questionsPrevious experimentsAwarenessRecent studiesColorIntentMultidimensional sequences