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Parametric and Non-Parametric Modeling of Neural Dynamics

This is a project for JEB 1444

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This project was done in partial fulfillment of the requirements for the module JEB 1444: Neural Engineering in Winter 2023. First, the FitzHugh-Nagumo model is used to explore the dynamics of a coupled system and generate input-output relationships. Secondly, Wiener Bose Model is used to learn a non-parametric model on input-output signals.

differential-equations wiener-filter system-modeling neural-engineering

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