Neural Network Algorithm, Neural Networks, Julialang, Editors Pick, Thoughts And Theory.
percentage of the connections is fixed, the layerwise magnitude pruning will remove that percentage of edges from each layer, while global magnitude pruning will remove a percentage from the entire network without differentiating between layers. More sophisticated techniques of layerwise pruning