ESC 529 Neural Control Engineering
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ESC 529 Neural Control Engineering is a course, which is designed and developed for students and comprehend them how to use formal control theory to keep watch and control neuronal systems and how it is rapidly becoming more feasible as our models of neural systems become more realistic and as our advancements in nonlinear Kalman filtering become more sophisticated. This course will take students through the leading edge of nonlinear state estimation of neuronal systems and hence the construction of control algorithms supporting that state estimation. Here, students will get a glimpse of several canonical neuroscience models, which represent experimental systems which controlled the Hodgkin-Huxley equations, their reduction with the Fitzhugh-Nagumo equations, the Wilson-Cowan model of cortex, and up to date models of paralysis agitans.
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