Theory and Implementation of the Savvy Ball Method with application to machine learning

Recently, computer scientists have considered the use of second order differential equa- tions [1] in order to provide a dynamic search trajectory to train neural networks [2], [3]. They are based on the heavy ball method of B.T. Polyak [4]. Previous research focused on using Polyak’s method in orde...

• מחבר ראשי: Manosalvas Holguín, Peter Sly (author)
• פורמט: bachelorThesis
• שפה: eng
• יצא לאור: 2020
• נושאים: ANNs; ODI; Heavy Ball; MNIST; Redes Neuronales
• גישה מקוונת: http://repositorio.yachaytech.edu.ec/handle/123456789/209