set.learning.rate.and.momentum {AMORE}R Documentation

Set Learning rate and momentum.

Description

This function sets the learning rate and momentum of every neuron in a given neural network.

Usage

set.learning.rate.and.momentum(net, learning.rate, momentum)

Arguments

net Neural Network to train.
learning.rate Learning rate to be set in every neuron.
momentum Momentum to be set on every neuron.

Value

This function returns a neural network object with the established values of the learning rate and momentum in every neuron.

Author(s)

Manuel Castejón Limas. manuel.castejon@unileon.es
Joaquin Ordieres Meré. joaquin.ordieres@dim.unirioja.es
Ana González Marcos. ana.gonzalez@unileon.es
Alpha V. Pernía Espinoza. alpha.pernia@alum.unirioja.es
Eliseo P. Vergara Gonzalez. eliseo.vergara@dim.unirioja.es
Francisco Javier Martinez de Pisón. francisco.martinez@dim.unirioja.es
Fernando Alba Elías. fernando.alba@unavarra.es

References

Simon Haykin. Neural Networks. A comprehensive foundation. 2nd Edition.

See Also

train, train.compare


[Package AMORE version 0.1.1 Index]