2020
Statistical prediction of the future impairs episodic encoding of the present
Sherman BE, Turk-Browne NB. Statistical prediction of the future impairs episodic encoding of the present. Proceedings Of The National Academy Of Sciences Of The United States Of America 2020, 117: 22760-22770. PMID: 32859755, PMCID: PMC7502714, DOI: 10.1073/pnas.2013291117.Peer-Reviewed Original ResearchConceptsFunction of memoryEpisodic encodingSource recallEpisodic memoryUpcoming itemsStatistical learningAdaptive purposeFuture experiencesMemoryCurrent itemPast experienceBrain imagingSpecific experiencesBehavioral testsIdiosyncratic propertiesItemsFuture situationsExperienceParticular momentHippocampusRecallEncodingSimilar situationLearningSituation
2017
Forgetting from lapses of sustained attention
deBettencourt MT, Norman KA, Turk-Browne NB. Forgetting from lapses of sustained attention. Psychonomic Bulletin & Review 2017, 25: 605-611. PMID: 28585055, PMCID: PMC5716934, DOI: 10.3758/s13423-017-1309-5.Peer-Reviewed Original ResearchConceptsSubsequent memoryAttentional stateSustained attentionSustained attention indexResponse time indexAttention indexExperiment 1Experiment 2Inferential utilityPredictive relationshipMemoryDownstream consequencesCausal interpretationAttentionAdaptive experimental designItemsExperimental designTaskRelationshipIndependent variablesLapseConsequencesFindingsNeural Differentiation of Incorrectly Predicted Memories
Kim G, Norman KA, Turk-Browne NB. Neural Differentiation of Incorrectly Predicted Memories. Journal Of Neuroscience 2017, 37: 2022-2031. PMID: 28115478, PMCID: PMC5338753, DOI: 10.1523/jneurosci.3272-16.2017.Peer-Reviewed Original ResearchConceptsNeural representationPrevious contextTarget memoryBOLD activity patternsGreater neural differentiationMemory representationsHuman fMRIMemory weakeningTrial fashionSubsequent restudySuch memoriesIndividual memoryNeural network simulationMemoryControl conditionFMRIComputational modelItemsPrediction strengthRestudyNeural connectionsPrediction errorMore differentiationParticular contextRepresentation
2014
Pruning of memories by context-based prediction error
Kim G, Lewis-Peacock JA, Norman KA, Turk-Browne NB. Pruning of memories by context-based prediction error. Proceedings Of The National Academy Of Sciences Of The United States Of America 2014, 111: 8997-9002. PMID: 24889631, PMCID: PMC4066528, DOI: 10.1073/pnas.1319438111.Peer-Reviewed Original ResearchConceptsFunctional magnetic resonance imagingPattern similarity analysisLong-term memoryMultivariate pattern classificationContext-based predictionsExperienced contextItem representationsMemoryHuman brainUnreliable memorySimilarity analysisPrediction errorAdaptive processItemsMagnetic resonance imagingRobust supportRepresentationPattern classificationResonance imagingContextBrainMemory banksFindingsSupportBehavior
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