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 ResearchMeSH KeywordsAdultBrainChildCognitive NeuroscienceElectroencephalographyHumansInfantMultivariate AnalysisNeuroimagingConceptsTime-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