Differential Neural Networks (DNN)

In this work, we propose an artificial neural network topology to estimate the derivative of a function. This topology is called a differential neural network because it allows the estimation of the derivative of any of the network outputs with respect to any of its inputs. The main advantage of a d...

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Bibliographic Details
Main Authors: Sergio Ledesma, Dora-Luz Almanza-Ojeda, Mario-Alberto Ibarra-Manzano, Eduardo Cabal Yepez, Juan Gabriel Avina-Cervantes, Pascal Fallavollita
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9177048/