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Control Theory for C. elegans Calcium Imaging Dynamics
This thesis contains several projects under two main headings: data-driven modeling, and C. elegans applications. Most of these works build to the main core of this thesis: applying novel control theoretic methods to C. elegans Calcium imaging data. Sparse optimization techniques are used to provide a unsupervised solution ...