Incremental implicit learning of bundles of statistical patterns
Qian T, Jaeger TF, Aslin RN. Incremental implicit learning of bundles of statistical patterns. Cognition 2016, 157: 156-173. PMID: 27639552, PMCID: PMC5181648, DOI: 10.1016/j.cognition.2016.09.002.Peer-Reviewed Original ResearchLearning 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