M. U. Bigumjith Dias

On Optimizing Deep Convolutional Neural Networks by Evolutionary Computing

2018 · arXiv (Cornell University)

Optimization for deep networks is currently a very active area of research. As neural networks become deeper, the ability in manually optimizing the network becomes harder. Mini-batch normalization, identification of effective respective fields, momentum updates, …