Before revision: Neural network pruning techniques have demonstrated it is possible to remove the majority of weights in a network with surprisingly little degradation to test set accuracy.
After revision: Deep neural network pruning and quantization techniques have demonstrated it is possible to remove the majority of weights in a network with surprisingly little degradation to test set accuracy.