2016
Learning and inference using complex generative models in a spatial localization task
Bejjanki VR, Knill DC, Aslin RN. Learning and inference using complex generative models in a spatial localization task. Journal Of Vision 2016, 16: 9-9. PMID: 26967015, PMCID: PMC4790422, DOI: 10.1167/16.5.9.Peer-Reviewed Original ResearchConceptsBayes-optimal behaviorUncertain sensory informationSensory informationNatural tasksLocalization taskBayes-optimal integrationBayes-optimal mannerSpatial localization taskSimple task conditionsGenerative modelSimple taskComplex generative modelsTask conditionsHuman performanceTrial basisHuman observersTaskPrior integrationParticipantsLarge bodyObserverPrior knowledgeTouch screenVarianceBehavior
2003
Bayesian integration of visual and auditory signals for spatial localization.
Battaglia P, Jacobs R, Aslin R. Bayesian integration of visual and auditory signals for spatial localization. Journal Of The Optical Society Of America A 2003, 20: 1391-7. PMID: 12868643, DOI: 10.1364/josaa.20.001391.Peer-Reviewed Original ResearchConceptsAuditory informationSensory signalsPerceptual judgmentsCue integrationAuditory signalsMultimodal informationHuman observersNeural plasticityRelative reliabilityBayesian integrationSpatial locationMultiple modalitiesJudgmentsSpatial localizationImportant implicationsOverall biasSignal reliabilityTheoryImplicationsAdult brainInformationBiasObserverBrainIntegration
2002
Statistical Learning of Higher-Order Temporal Structure From Visual Shape Sequences
Fiser J, Aslin R. Statistical Learning of Higher-Order Temporal Structure From Visual Shape Sequences. Journal Of Experimental Psychology Learning Memory And Cognition 2002, 28: 458-467. PMID: 12018498, DOI: 10.1037/0278-7393.28.3.458.Peer-Reviewed Original ResearchConceptsShape sequenceHigher order temporal structureAbility of observersOvert taskAssociative learningPassive viewingExplicit instructionFamiliar shapesStatistical learningTemporal orderSequence of shapesTemporal structureTemporal featuresTemporal eventsFamiliarizationNew temporal featuresParticipantsLearningSuccessive shapesTaskObserverViewingNovel sequencesInstructionMultiple statistics
1980
Assessment of stereopsis in human infants.
Shea S, Fox R, Aslin R, Dumais S. Assessment of stereopsis in human infants. Investigative Ophthalmology & Visual Science 1980, 19: 1400-4. PMID: 7429778.Peer-Reviewed Original ResearchConceptsForced-choice judgmentsDynamic random-element stereogramsAssessment of stereopsisRandom-element stereogramsVisual attentionChance levelInfant behaviorHuman infantsColor television monitorIndividual infantsStereopsisBinocular anomaliesAge groupsBinocular functionObserver performanceEarly assessmentStereogramsJudgmentsInfantsBehaviorStrong evidenceAttentionPerformanceObserver