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 representationSearchlight
2018
Common Object Representations for Visual Production and Recognition
Fan JE, Yamins DLK, Turk‐Browne N. Common Object Representations for Visual Production and Recognition. Cognitive Science 2018, 42: 2670-2698. PMID: 30125986, PMCID: PMC6497164, DOI: 10.1111/cogs.12676.Peer-Reviewed Original ResearchConceptsVisual object recognitionStudy of visionDeep convolutional neural network modelNatural imagesConvolutional neural network modelAbstract feature representationRecognizable drawingsHuman learningObject representationsVisual productionNeural network modelObject recognitionConceptual knowledgeVisual formVisual conceptsVisual cortexRecognition dataDeep networkFeature representationEnhanced recognitionAbstract featuresComprehensionHigher layersNetwork modelOnline platforms
2013
Internal attention to features in visual short-term memory guides object learning
Fan JE, Turk-Browne NB. Internal attention to features in visual short-term memory guides object learning. Cognition 2013, 129: 292-308. PMID: 23954925, PMCID: PMC3791170, DOI: 10.1016/j.cognition.2013.06.007.Peer-Reviewed Original ResearchConceptsVisual long-term memoryVisual short-term memoryShort-term memoryInternal attentionVisual learningLong-term memoryResponse learningAbstract shapesObject representationsParticular colorSensory exposureSame objectMemorySubsequent testsLearningMultiple featuresObjectsObserverAttentionRepresentationMindBiasSupportHypothesis
2012
Shaping of Object Representations in the Human Medial Temporal Lobe Based on Temporal Regularities
Schapiro AC, Kustner LV, Turk-Browne NB. Shaping of Object Representations in the Human Medial Temporal Lobe Based on Temporal Regularities. Current Biology 2012, 22: 1622-1627. PMID: 22885059, PMCID: PMC3443305, DOI: 10.1016/j.cub.2012.06.056.Peer-Reviewed Original ResearchConceptsMedial temporal lobeHuman medial temporal lobeObject representationsStatistical learningTemporal lobeBlood oxygen level-dependent activityCA3/dentate gyrusMultivariate pattern analysisLevel-dependent activityHigh-resolution fMRIRepresentation of objectsPairs of objectsRepresentational similarityVisual streamInitial learningKind of representationPerirhinal cortexParahippocampal cortexTemporal regularitySingle experienceConstituent objectsTemporal structureLearningCortexPattern analysis