Until this day, the theoretical mechanisms of learning with Deep Neural Network (DNN) are not well known. One remarkable contribution is the concept of Information Bottleneck (IB) presented by Naftali Tishby [1,2], who was a computer scientist and neuroscientist from the Hebrew University of Jerusalem. His theory claims to be…