Abstract
Neural network models have become one of the most promising statistical models for complex data analysis. The usual neural networks can be used in classification or regression problems, depending on the nature of the data. The usual models of neural networks assume that the analyzed data are independent. In turn, recurrent neural network models allow the analysis of data with dependency, …