1. State-Space Models and Latent Processes in the Statistical Analysis of Neural Data Vidne, Michael 2011 Theses MathematicsStatisticsNeurosciences
2. Inference of functional neural connectivity and convergence acceleration methods Nikitchenko, Maxim V. 2013 Theses NeurosciencesStatistics
3. Low-rank graphical models and Bayesian inference in the statistical analysis of noisy neural data Smith, Carl Alexander 2013 Theses StatisticsChemistryNeurosciencesBayesian statistical decision theoryMarkov processesDendritesSynapses
4. Learning Structure in Time Series for Neuroscience and Beyond Pfau, David Benjamin 2015 Theses NeurosciencesStatistics
5. Using neuroimaging to investigate the effect of expertise in rapid perceptual decision making Muraskin, Jordan Scott 2015 Theses Brain--Magnetic resonance imagingExpertiseDecision making--ResearchBiomedical engineeringNeurosciencesStatistics
6. Deconstructing Spinal Interneurons, one cell type at a time Gabitto, Mariano Ignacio 2016 Theses InterneuronsBayesian statistical decision theoryMolecular biology--Statistical methodsSpinal cordNeurosciencesStatistics
7. New perspectives on learning, inference, and control in brains and machines Merel, Joshua Scott 2016 Theses Machine learningHuman-machine systemsNeural networks (Computer science)--Statistical methodsBrain-computer interfacesNeural circuitryNeurosciencesStatistics
8. Identification and Validation of Structures in Neural Population Responses Elsayed, Gamaleldin Fathy 2017 Theses NeurosciencesElectrical engineeringStatisticsNeurons
9. Statistical Machine Learning Methods for High-dimensional Neural Population Data Analysis Gao, Yuanjun 2017 Theses StatisticsNeurosciencesDimensional analysis
10. Advances in Statistical Machine Learning Methods for Neural Data Science Zhou, Ding 2021 Theses StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging
11. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography