In this work, we intend to approximate a feedforward Neural Network using the Bernstein coefficients

Open your terminal, navigate to your desired directory and write:

git clone https://github.com/PippiaEleonora/NNwithBernstein.git

1. Extract the ZIP file (or clone the git repository) somewhere you can easily reach it.
   • to clone open your terminal, navigate to your desired directory and write: git clone https://github.com/PippiaEleonora/NNwithBernstein.git
2. Add the src/ folder to your path in MATLAB: e.g.
   • using the "Set Path" dialog in MATLAB, or
   • by running the startup script.

     startup

The code is written in MATLAB and it makes use of Symbolic Toolbox. It uses also Multi-Parametric Toolbox 3. MPT3 wiki

The folder src/polytopes_2018_10_04_v1 contains the functions of Matt J., please visit his page on FileExchange

Run Run_NN_approx to see an example of usage.

Run_NN_approximation