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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},  }