Enhancing the Regularization Effect of Weight Pruning in Artificial Neural Networks

Brian Bartoldson, Adrian Barbu, Gordon Erlebacher

Artificial neural networks (ANNs) may not be worth their computational/memory costs when used in mobile phones or embedded devices. Parameter-pruning algorithms combat these costs,…