2020
Emergence and organization of adult brain function throughout child development
Yates TS, Ellis CT, Turk-Browne NB. Emergence and organization of adult brain function throughout child development. NeuroImage 2020, 226: 117606. PMID: 33271266, PMCID: PMC8323508, DOI: 10.1016/j.neuroimage.2020.117606.Peer-Reviewed Original ResearchMeSH KeywordsBrainChildChild DevelopmentChild, PreschoolFemaleHumansMachine LearningMagnetic Resonance ImagingMaleConceptsFMRI activityDevelopmental trajectoriesAdult cognitive neuroscienceInferior frontal gyrusLateral occipital cortexPain-related eventsCognitive neuroscienceFrontal gyrusFunctional neuroanatomyDevelopmental differencesChild developmentAge-related changesCognitive functionDifferent brain regionsSame movieHuman brain developmentNaturalistic approachOccipital cortexBrain regionsAdult brain functionBrain functionChronological ageYoung childrenBrain developmentBrain spaceBrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis
Kumar M, Ellis CT, Lu Q, Zhang H, Capotă M, Willke TL, Ramadge PJ, Turk-Browne NB, Norman KA. BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis. PLOS Computational Biology 2020, 16: e1007549. PMID: 31940340, PMCID: PMC6961866, DOI: 10.1371/journal.pcbi.1007549.Peer-Reviewed Original ResearchConceptsOpen-source Python software packageHigh-performance computing clusterNew programming languageOpen source softwareMachine-learning methodsPython software packageHigh-dimensional fMRI dataComputing clusterFile handlingMachine learningProgramming languageNovice usersDifferent softwareLarge memoryPython packageCustom codeSoftware packageSteep learning curveAdvanced toolsEfficient techniqueMarkov modelEvent segmentationReal-time fMRIAnalysis packageSoftware
2019
Nonmonotonic Plasticity: How Memory Retrieval Drives Learning
Ritvo VJH, Turk-Browne NB, Norman KA. Nonmonotonic Plasticity: How Memory Retrieval Drives Learning. Trends In Cognitive Sciences 2019, 23: 726-742. PMID: 31358438, PMCID: PMC6698209, DOI: 10.1016/j.tics.2019.06.007.Peer-Reviewed Original ResearchConceptsRecent fMRI studiesFunction of learningMemory retrievalMemory causesNeural representationFMRI studyInactive memorySame associatesSupervised learning modelDifferent stimuliLearningLearning modelStimuliNumerous findingsSame outcomeUnsupervised learningMemoryFindingsRetrievalOutcomesRepresentationIntegrationActivation causes