set.learning.rate.and.momentum {AMORE} | R Documentation |
This function sets the learning rate and momentum of every neuron in a given neural network.
set.learning.rate.and.momentum(net, learning.rate, momentum)
net |
Neural Network to train. |
learning.rate |
Learning rate to be set in every neuron. |
momentum |
Momentum to be set on every neuron. |
This function returns a neural network object with the established values of the learning rate and momentum in every neuron.
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
Simon Haykin. Neural Networks. A comprehensive foundation. 2nd Edition.