“…According to the suggestions of BINOTI et al (2013BINOTI et al ( , 2014, CANSIAN et al (2014), GEORGENS et al (2014) and VALENTE et al (2014),for training and validation, the data were randomly divided into two sets, corresponding to 75% and 25%, respectively. In all architectures the logistic function to enable the networks was used, and the initial weights randomly generated between -0.5 and 0.5.The layers are interconnected by complete synapses, each neuron of i layer was connected to all neurons of the next layer (i + 1), the synapse being oriented forward only ("feed forward").…”