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
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