backpropagate.adapt.R.neuron {AMORE} | R Documentation |
This is the original R code version mainly written to be called by backpropagate.adapt.R.NeuralNet. Since this latter function has been rewritten (backpropagate.adapt.C.NeuralNet) to call the C code corresponding function (BackpropagateAdaptNeuronC), it has been kept just for educational purposes and it is not meant to be used otherwise.
backpropagate.adapt.R.neuron(net, ind.neuron)
net |
Neural Network to train. |
ind.neuron |
Index of the neuron that needs to suffer the backpropagation effect. |
This function returns a neuron object with weights and bias adjusted by the adaptative backpropagation with momentum method.
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.
backpropagate.adapt.R.NeuralNet
, adapt.R.NeuralNet
, train
, train.compare