1. 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
2. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography
3. Statistical Machine Learning Methods for High-dimensional Neural Population Data Analysis Gao, Yuanjun 2017 Theses StatisticsNeurosciencesDimensional analysis
4. State-Space Models and Latent Processes in the Statistical Analysis of Neural Data Vidne, Michael 2011 Theses MathematicsStatisticsNeurosciences
5. 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
6. Low-rank graphical models and Bayesian inference in the statistical analysis of noisy neural data Smith, Carl Alexander 2013 Theses StatisticsNeurosciences
7. Learning Structure in Time Series for Neuroscience and Beyond Pfau, David Benjamin 2015 Theses NeurosciencesStatistics
8. Inference of functional neural connectivity and convergence acceleration methods Nikitchenko, Maxim V. 2013 Theses NeurosciencesStatistics
9. Identification and Validation of Structures in Neural Population Responses Elsayed, Gamaleldin Fathy 2017 Theses NeurosciencesElectrical engineeringStatisticsNeurons
10. Deconstructing Spinal Interneurons, one cell type at a time Gabitto, Mariano Ignacio 2016 Theses InterneuronsBayesian statistical decision theoryMolecular biology--Statistical methodsSpinal cordNeurosciencesStatistics
11. Advances in Statistical Machine Learning Methods for Neural Data Science Zhou, Ding 2021 Theses StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging