There is a large existing literature on pruning neural networks, starting with the 1990 paper “Optimal Brain Damage” by Le Cun, Denker and Solla. A recent paper with more references is https://arxiv.org/pdf/1803.03635.pdf
There is a large existing literature on pruning neural networks, starting with the 1990 paper “Optimal Brain Damage” by Le Cun, Denker and Solla. A recent paper with more references is https://arxiv.org/pdf/1803.03635.pdf