Machine Learning, Perceptron, Perceptron Algorithm, Artificial Neural Network, Multilayer Perceptron.
normalizes the values into the scale of [0,1] so that the negative values are scaled around 0 and the positive values are scaled around 1. Thus you don’t need to deal with negative values or very large numbers which may cause miscalculation. Training in Single Layer Perceptron Inputs and related