Technology
Weight Initialization: Xavier/Glorot and He
Weight initialization sets the starting scale of the matrix W before training begins. Xavier/Glorot, from 2010, splits the variance between inputs and outputs and suits sigmoid and tanh; He, from 2015, doubles it for ReLU, which zeroes half the activations. A poor choice stalls or breaks learning.