Theoretically, The inputs needs to be mapped to (0, 1) if they abide by a Gaussian distribution. Having said that, it can be crucial to notice that not all inputs always follow a Gaussian distribution and as a consequence will not be suitable for this normalization strategy. Some inputs can http://bihao.xyz