Deep neural network-based algorithm approximation via multivariate polynomial regression

[PDF] arxiv.org

Towards a mathematical framework to inform neural network modelling via polynomial regression

P Morala, JA Cifuentes, RE Lillo, I Ucar - Neural Networks, 2021 - Elsevier
Even when neural networks are widely used in a large number of applications, they are still
considered as black boxes and present some difficulties for dimensioning or evaluating their …
被引用次数：32 相关文章 所有 9 个版本

Deep Learning-Enhanced ICA Algorithm for Sub-Gaussian Blind Source Separation

Z Xie, Z Sun, G Yue, J Fan - … Conference on Artificial Intelligence in China, 2022 - Springer
In the conventional iterative blind source separation procedure, the nonlinear function is
selected as a fixed mathematical expression that cannot change with different signals. In this …
被引用次数：1 相关文章