1. Neural Decoding Leveraging Motor-Cortex Population Geometry Perkins, Sean McClintock 2023 Theses Biomedical engineeringBrain-computer interfacesNeurosciencesMachine learningParalysisProsthesis
2. Scalable Tools for Information Extraction and Causal Modeling of Neural Data Nejatbakhshesfahani, Mohammadamin 2022 Theses NeurosciencesBiostatisticsComputer visionMachine learningCaenorhabditis elegans
3. Building theories of neural circuits with machine learning Bittner, Sean Robert 2021 Theses NeurosciencesMachine learningNeural circuitry--Mathematical modelsVisual cortexMotor cortexSuperior colliculusMonkeys
4. Nonlinear Approaches for Neural Encoding and Decoding Batty, Eleanor 2020 Theses NeurosciencesMachine learningNeural networks (Neurobiology)Neural transmissionNeural circuitryComputational neuroscience
5. Computational and Imaging Methods for Studying Neuronal Populations during Behavior Han, Shuting 2019 Theses BiologyNeurosciencesMachine learningBrain--ImagingNeuropsychiatryAnimal behaviorNeurons
6. 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