2021
Chapter 5 Studying episodic memory using real-time fMRI
Wammes J, Lin Q, Norman K, Turk-Browne N. Chapter 5 Studying episodic memory using real-time fMRI. 2021, 107-130. DOI: 10.1016/b978-0-12-822421-2.00011-9.ChaptersEpisodic memoryReal-time functional magnetic resonance imagingFunctional magnetic resonance imagingLong-term memoryReal-time fMRIUnique theoretical insightsHuman memoryNeural mechanismsCognitive functionBrain statesRtfMRIMemoryCorrelational approachIndividual experiencesHuman brainFuture researchMagnetic resonance imagingEmotionsTheoretical insightsFMRICausal relationshipNascent fieldExperienceEncodingPerception
2020
Searching through functional space reveals distributed visual, auditory, and semantic coding in the human brain
Kumar S, Ellis CT, O’Connell T, Chun MM, Turk-Browne NB. Searching through functional space reveals distributed visual, auditory, and semantic coding in the human brain. PLOS Computational Biology 2020, 16: e1008457. PMID: 33270655, PMCID: PMC7738169, DOI: 10.1371/journal.pcbi.1008457.Peer-Reviewed Original ResearchConceptsBrain functionHuman brainHuman brain functionLanguage processing modelsNatural language processing modelsSearchlight analysisSearchlight approachSemantic codingObject representationsAuditory featuresBrain activityStrict modularityDecoding accuracyProcessing modelFMRI techniquesFMRI methodsAtlas parcellationCluster correctionComputational modelSemantic featuresDeep neural networksFoundational questionsAnatomical biasLocalized representationSearchlightRe-imagining fMRI for awake behaving infants
Ellis CT, Skalaban LJ, Yates TS, Bejjanki VR, Córdova NI, Turk-Browne NB. Re-imagining fMRI for awake behaving infants. Nature Communications 2020, 11: 4523. PMID: 32908125, PMCID: PMC7481790, DOI: 10.1038/s41467-020-18286-y.Peer-Reviewed Original ResearchConceptsCognitive tasksFunctional magnetic resonance imaging studyTask-evoked activityMagnetic resonance imaging studyCognitive neuroscienceResonance imaging studyFMRI acquisitionHuman infantsFMRI datasetsHuman brainFMRITaskUnique methodological challengesMethodological challengesImaging studiesNeuroscienceInner workingsInfantsMindImportant insightsAcquisitionBrainDecisions
2018
Associative Prediction of Visual Shape in the Hippocampus
Kok P, Turk-Browne NB. Associative Prediction of Visual Shape in the Hippocampus. Journal Of Neuroscience 2018, 38: 6888-6899. PMID: 29986875, PMCID: PMC6070666, DOI: 10.1523/jneurosci.0163-18.2018.Peer-Reviewed Original ResearchConceptsAssociative predictionAuditory cuesVisual shapesVisual cortexSensory systemsFemale human participantsHigh-resolution fMRI signalsAspects of cognitionCross-modal associationsHuman brainProcess of inferenceHippocampal predictionsPerceptual processingHuman participantsPrior expectationsVisual informationMemory systemNeural activitySensory cortexFMRI signalsCuesMemoryCorresponding objectsPerceptionCortexInfant fMRI: A Model System for Cognitive Neuroscience
Ellis CT, Turk-Browne NB. Infant fMRI: A Model System for Cognitive Neuroscience. Trends In Cognitive Sciences 2018, 22: 375-387. PMID: 29487030, PMCID: PMC5911209, DOI: 10.1016/j.tics.2018.01.005.Peer-Reviewed Original Research
2016
Real-Time Full Correlation Matrix Analysis of fMRI Data
Wang Y, Keller B, Capotă M, Anderson M, Sundaram N, Cohen J, Lit K, Turk-Browne N, Willke T. Real-Time Full Correlation Matrix Analysis of fMRI Data. 2016, 1242-1251. DOI: 10.1109/bigdata.2016.7840728.Peer-Reviewed Original ResearchReal-time classificationReal-time dataData velocityFeature selectionIncremental feature selectionComputational challengesOffline analysis methodsReal-time functional magnetic resonance imagingSame accuracyAnalysis methodWorkflowMachineAlgorithmModel updatingFMRI dataSystemImplementationClassificationUpdatingToolboxAccuracyHuman brainProcessingMatrix analysisStreams
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
2013
Mechanisms for Widespread Hippocampal Involvement in Cognition
Shohamy D, Turk-Browne NB. Mechanisms for Widespread Hippocampal Involvement in Cognition. Journal Of Experimental Psychology General 2013, 142: 1159-1170. PMID: 24246058, PMCID: PMC4065494, DOI: 10.1037/a0034461.Peer-Reviewed Original ResearchConceptsDeclarative memoryMedial temporal lobeCognitive psychologyMnemonic representationsCognitive processesBrain systemsHippocampal involvementModulation hypothesisMemory systemCognitionTemporal lobeMemoryHuman brainFunction hypothesisPervasive contributionTheoretical frameworkParallel researchHippocampusSpecial sectionPsychologyNeuroscienceSerendipitous encountersBrainDeclarativeHypothesis
2012
Representations of Facial Identity in the Left Hemisphere Require Right Hemisphere Processing
Verosky SC, Turk-Browne NB. Representations of Facial Identity in the Left Hemisphere Require Right Hemisphere Processing. Journal Of Cognitive Neuroscience 2012, 24: 1006-1017. PMID: 22264197, PMCID: PMC3335342, DOI: 10.1162/jocn_a_00196.Peer-Reviewed Original ResearchConceptsLeft hemisphereRight hemisphereFacial identityLeft fusiform face areaFacial identity informationFusiform face areaRight visual fieldFace perceptionFMRI adaptationField presentationHemispheric specializationIdentity adaptationFace areaVisual systemVisual fieldIdentity informationHuman brainFaceHemispherePerceptionHypothesisIdentityAdaptationProcessingQuintessential example