BATCHgd.ParcialBackwards.MLPneuron {AMORE} | R Documentation |
This function is used during the forward pass to take into account the residual of the current sample and to accumulate the corresponding weight and bias changes.
BATCHgd.ParcialBackwards.MLPneuron(net, ind.MLPneuron)
net |
Neural Network to train. |
ind.MLPneuron |
Index of the neuron that needs to suffer the backpropagation effect. |
This function returns a neuron object with the delta, sum.delta.x and sum.delta.bias accordingly modified.
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.
ADAPTgd.Backwards.MLPnet
, ADAPTgd.MLPnet
, train