The input data of the ANN are experimental temperatures T and frequencies f, while the target data are the corresponding average experimental values of E′(T, f ), E”(T, f ) and tanδ(T, f ) for each temperature of the tested TPU samples at each given frequency of the dynamic mechanical loading.