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dc.contributor.advisorEdward S. Boyden.en_US
dc.contributor.authorWang, Zeguan.en_US
dc.contributor.otherProgram in Media Arts and Sciences (Massachusetts Institute of Technology)en_US
dc.date.accessioned2020-09-15T22:00:10Z
dc.date.available2020-09-15T22:00:10Z
dc.date.copyright2020en_US
dc.date.issued2020en_US
dc.identifier.urihttps://hdl.handle.net/1721.1/127486
dc.descriptionThesis: S.M., Massachusetts Institute of Technology, School of Architecture and Planning, Program in Media Arts and Sciences, May, 2020en_US
dc.descriptionCataloged from the official PDF of thesis.en_US
dc.descriptionIncludes bibliographical references (pages 62-68).en_US
dc.description.abstractMonitoring pan-neuronal electrical activity in awake vertebrates is a yet-to-be-achieved goal in neuroscience that will facilitate our efforts to understand how the brain processes information and mediates behaviors. Here we present Sparse Decomposition Light-Field Microscopy (SDLFM), a light-field microscopy method with improved resolution for volumetric neural activity imaging, and computational and experimental evaluations of its capacity for whole-brain voltage imaging in larval zebrafish. The work in this thesis includes three parts. First, we designed and implemented SDLFM and demonstrated its cellular-resolution ability in larval zebrafish expressing pan-neuronal GCaMP6. Second, we simulated the voltage imaging and the computation processes of SDLFM for zebrafish brains and found that in order to achieve a >0.9 correlation coefficient between the extracted SDLFM signals and the real voltage signals with our current hardware and voltage indicators, the proportion of the neurons randomly labeled with fluorescence in a zebrafish brain must be reduced to below 20%. Finally, we imaged live brains of zebrafish larvae expressing pan-neuronal Voltron525-ST and transient SomArchon at a volume rate of 307 Hz with a volumetric field-of-view of ~700 [mu]mx~400 [mu]mx~300 [mu]m. Although spontaneous spikes were traced in these recordings, we speculate some signals might result from noise and artifacts. In summary, we have developed SDLFM, which allows high-speed whole-brain imaging at cellular resolution in larval zebrafish. New camera sensors with higher quantum efficiency and larger dynamic range, and new voltage indicators with increased brightness and sensitivity are needed to achieve the signal-to-noise ratio required to record the voltage activity from a densely labeled fish brain.en_US
dc.description.statementofresponsibilityby Zeguan Wang.en_US
dc.format.extent68 pagesen_US
dc.language.isoengen_US
dc.publisherMassachusetts Institute of Technologyen_US
dc.rightsMIT theses may be protected by copyright. Please reuse MIT thesis content according to the MIT Libraries Permissions Policy, which is available through the URL provided.en_US
dc.rights.urihttp://dspace.mit.edu/handle/1721.1/7582en_US
dc.subjectProgram in Media Arts and Sciencesen_US
dc.titleWhole-brain voltage imaging in larval zebrafish using light-field microscopyen_US
dc.typeThesisen_US
dc.description.degreeS.M.en_US
dc.contributor.departmentProgram in Media Arts and Sciences (Massachusetts Institute of Technology)en_US
dc.identifier.oclc1193022016en_US
dc.description.collectionS.M. Massachusetts Institute of Technology, School of Architecture and Planning, Program in Media Arts and Sciencesen_US
dspace.imported2020-09-15T22:00:09Zen_US
mit.thesis.degreeMasteren_US
mit.thesis.departmentMediaen_US


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