sample of publications

• articles 

  • NN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks.  IEEE Transactions on Neural Networks and Learning Systems.  2023
  • Towards a mathematical framework to inform neural network modelling via polynomial regression.  NEURAL NETWORKS.  142:57-72. 2021

• theses 

  • Interpretability of neural networks via polynomial representations.