A Review of Deep Learning Fundamentals – the XOR Neural Network Model

A Review of Deep Learning Fundamentals – the XOR Neural Network Model

This paper explores the fundamentals of Deep Learning by searching a simple Neural Network model of the XOR function for the forward and backward signals flowing through this model. Our purpose is to reach a deeper understanding of some outstanding concepts of Deep Learning, which would enable us to...

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Bibliographic Details
Main Authors: Alejo Mosso Vázquez, David Juárez-Romero, José Alfredo Hernández-Pérez, Darvi Echeverría Sosa, Jimer Emir Loría Yah, Ramiro José González Horta, Gerardo Israel de Atocha Pech Carveo, Carlos Alberto Decena Chan
Format: Article
Language:English
Published: Universidad Autónoma del Estado de Morelos 2023-02-01
Series:Programación Matemática y Software
Subjects:
Deep learning
neural networks
XOR function
Backpropagation algorithm
stochastic gradient descent algorithm
Online Access:https://progmat.uaem.mx/progmat/index.php/progmat/article/view/270

Internet

https://progmat.uaem.mx/progmat/index.php/progmat/article/view/270

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