Towards a mathematical framework to inform neural network modelling via polynomial regression. - Pablo Morala; Jenny Alexandra Cifuentes; Rosa E. Lillo; Iñaki Ucar (Neural Networks, 2021)

nn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials. - Pablo Morala; Jenny Alexandra Cifuentes; Rosa E. Lillo; Iñaki Ucar (CoRR, 2024)

NN2Poly: A Polynomial Representation for Deep Feed-Forward Artificial Neural Networks. - Pablo Morala; Jenny Alexandra Cifuentes; Rosa E. Lillo; Iñaki Ucar (IEEE Trans. Neural Networks Learn. Syst., 2025)