Bayesian learning of visual chunks by human observers
Orbán G, Fiser J, Aslin RN, Lengyel M. Bayesian learning of visual chunks by human observers. Proceedings Of The National Academy Of Sciences Of The United States Of America 2008, 105: 2745-2750. PMID: 18268353, PMCID: PMC2268207, DOI: 10.1073/pnas.0708424105.Peer-Reviewed Original ResearchConceptsComplex visual patternsChunks of informationPair-wise statisticsVisual chunksPrevious empirical findingsIdeal learnerHuman performanceVisual sceneBayesian model comparisonLearning mechanismVisual patternsHuman observersCorrelational structureLow-level featuresKey predictionsEmpirical findingsBayesian learningLearningLearnersChunksHuman patternModel comparisonRelevant informationEconomical representationExemplars