This repository demonstrates how to use MATLAB’s Deep Learning Toolbox for computing gradients of ODE solutions (and losses related to them). By leveraging automatic differentiation, we can easily ...
This repository contains MATLAB scripts implementing Neural Ordinary Differential Equations (Neural ODEs) to learn and simulate the FitzHugh-Nagumo dynamic model. Three different numerical solvers are ...
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