Abstract
The area of deep learning has been revolutionizing the large area of artificial intelligence (AI), through artificial neural network (ANN) models. Despite obtaining good results, ANNs lack interpretability, due to the large number of parameters in the models. In this context, there is a search for more interpretable ANNs, some of which incorporate the principles of fuzzy logic into the st…