2021
The promise of awake behaving infant fMRI as a deep measure of cognition
Yates T, Ellis C, Turk-Browne N. The promise of awake behaving infant fMRI as a deep measure of cognition. Current Opinion In Behavioral Sciences 2021, 40: 5-11. DOI: 10.1016/j.cobeha.2020.11.007.Peer-Reviewed Original Research
2018
Capturing Shared and Individual Information in fMRI Data
Turek J, Ellis C, Skalaban L, Turk-Browne N, Willke T. Capturing Shared and Individual Information in fMRI Data. 2018, 00: 826-830. DOI: 10.1109/icassp.2018.8462175.Peer-Reviewed Original Research
2016
Real-Time Full Correlation Matrix Analysis of fMRI Data
Wang Y, Keller B, Capotă M, Anderson M, Sundaram N, Cohen J, Lit K, Turk-Browne N, Willke T. Real-Time Full Correlation Matrix Analysis of fMRI Data. 2016, 1242-1251. DOI: 10.1109/bigdata.2016.7840728.Peer-Reviewed Original ResearchReal-time classificationReal-time dataData velocityFeature selectionIncremental feature selectionComputational challengesOffline analysis methodsReal-time functional magnetic resonance imagingSame accuracyAnalysis methodWorkflowMachineAlgorithmModel updatingFMRI dataSystemImplementationClassificationUpdatingToolboxAccuracyHuman brainProcessingMatrix analysisStreams