1. Advances in Statistical Machine Learning Methods for Neural Data Science Zhou, Ding 2021 Theses StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging
2. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography
3. Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data Zhou, Pengcheng; Resendez, Shanna L.; Rodriguez-Romaguera, Jose; Jimenez, Jessica; Neufeld, Shay Q.; Giovannucci, Andrea; Friedrich, Johannes; Pnevmatikakis, Eftychios; Stuber, Garret D.; Hen, Rene; Kheirbek, Mazen A.; Sabatini, Bernardo L.; Kass, Robert E.; Paninski, Liam 2018 Articles NeurosciencesNeuronsBiometryEndoscopyStatistics
4. Identification and Validation of Structures in Neural Population Responses Elsayed, Gamaleldin Fathy 2017 Theses NeurosciencesElectrical engineeringStatisticsNeurons
5. Statistical Machine Learning Methods for High-dimensional Neural Population Data Analysis Gao, Yuanjun 2017 Theses StatisticsNeurosciencesDimensional analysis
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. Distributed Bayesian Computation and Self-Organized Learning in Sheets of Spiking Neurons with Local Lateral Inhibition Buesing, Lars; Habenschuss, Stefan; Bill, Johannes; Nessler, Bernhard; Maass, Wolfgang; Legenstein, Robert 2015 Articles NeuroplasticityNeuronsInhibitionBayesian statistical decision theoryNeurosciencesMolecular biologyStatistics
9. Learning Structure in Time Series for Neuroscience and Beyond Pfau, David Benjamin 2015 Theses NeurosciencesStatistics
10. 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