Morala P, Cifuentes J, Lillo R, Ucar I (2021). “Towards a mathematical framework to inform neural network modelling via polynomial regression.” Neural Networks, 142, 57–72. doi:10.1016/j.neunet.2021.04.036.

Morala P, Cifuentes J, Lillo R, Ucar I (2023). “NNN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks.” IEEE Transactions on Neural Networks and Learning Systems. doi:10.1109/TNNLS.2023.3330328.

Corresponding BibTeX entries:

  @Article{,
    title = {Towards a mathematical framework to inform neural network
      modelling via polynomial regression},
    author = {Pablo Morala and J. Alexandra Cifuentes and Rosa E. Lillo
      and I{\~n}aki Ucar},
    journal = {Neural Networks},
    month = {October},
    year = {2021},
    volume = {142},
    pages = {57--72},
    doi = {10.1016/j.neunet.2021.04.036},
  }

  @Article{,
    title = {NNN2Poly: A Polynomial Representation for Deep
      Feed-Forward Artificial Neural Networks},
    author = {Pablo Morala and J. Alexandra Cifuentes and Rosa E. Lillo
      and I{\~n}aki Ucar},
    journal = {IEEE Transactions on Neural Networks and Learning
      Systems},
    year = {2023},
    doi = {10.1109/TNNLS.2023.3330328},
  }