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}, }