Neural-Network-Based Curve Fitting Using Totally Positive Rational Bases

This paper proposes a method for learning the process of curve fitting through a general class of totally positive rational bases. The approximation is achieved by finding suitable weights and control points to fit the given set of data points using a neural network and a training algorithm, called...

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Bibliographic Details
Main Authors: Rocio Gonzalez-Diaz, E. Mainar, Eduardo Paluzo-Hidalgo, B. Rubio
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/8/12/2197