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 ResearchMeSH KeywordsBayes TheoremCuesFemaleHumansLearningMaleModels, TheoreticalOptical IllusionsPerceptual MaskingSpace PerceptionYoung AdultConceptsBayes-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
2007
Perceived object trajectories during occlusion constrain visual statistical learning
Fiser J, Scholl BJ, Aslin RN. Perceived object trajectories during occlusion constrain visual statistical learning. Psychonomic Bulletin & Review 2007, 14: 173-178. PMID: 17546749, DOI: 10.3758/bf03194046.Peer-Reviewed Original ResearchConceptsVisual statistical learningStatistical learningLearning phaseDifferential eye movementsPerceptual biasesFamiliarity judgmentsShape pairsEye movementsObject trajectoriesPerceptShape sequenceLearningParticipantsComputational complexityJudgmentsObject transitionsBiasesTrajectoriesSpeed profileBiasObjectsOccluderContextFindings