2022
Time-resolved multivariate pattern analysis of infant EEG data: A practical tutorial
Ashton K, Zinszer BD, Cichy RM, Nelson CA, Aslin RN, Bayet L. Time-resolved multivariate pattern analysis of infant EEG data: A practical tutorial. Developmental Cognitive Neuroscience 2022, 54: 101094. PMID: 35248819, PMCID: PMC8897621, DOI: 10.1016/j.dcn.2022.101094.Peer-Reviewed Original ResearchConceptsTime-resolved multivariate pattern analysisMultivariate pattern analysisInfant EEG dataEEG dataRepresentational similarity analysisRelevant stimulus dimensionCognitive neuroscienceStudy of childrenNeural representationStimulus dimensionsStudy of infantsChance accuracyStimulus imagesArtifact-free EEG dataPattern analysisCommon infantInfant neuroimagingElectro-encephalographyLinear SVM classificationSimilarity analysis
2020
Temporal dynamics of visual representations in the infant brain
Bayet L, Zinszer BD, Reilly E, Cataldo JK, Pruitt Z, Cichy RM, Nelson CA, Aslin RN. Temporal dynamics of visual representations in the infant brain. Developmental Cognitive Neuroscience 2020, 45: 100860. PMID: 32932205, PMCID: PMC7498752, DOI: 10.1016/j.dcn.2020.100860.Peer-Reviewed Original ResearchConceptsInfant brainComplex visual stimuliVisual representationPairwise classification accuracyEEG dataNeural correlatesNeural representationMental representationsVisual domainVisual objectsRepresentational contentStimulus onsetVisual stimuliNeural activationNeural activityComputational neuroscienceDevelopmental reorganizationIndividual infantsTemporal dynamicsAdult controlsRepresentationAdultsClassification accuracyNeuroscienceAge groups