Research Article

Predicting GPR Signals from Concrete Structures Using Artificial Intelligence-Based Method

Table 5

Details of the selected ANN model.

ParameterDetailed information

Neuron in the input layer4 (TEM, ARH, CLL, CRS)
Neuron in the output layer1 (GRA)
Training methodFeed-forward backpropagation
Learning algorithmtrainlm (Levenberg–Marquardt)
Activation functionSigmoid
Hidden layer1
Neuron in the hidden layer16