A unified framework for Hamiltonian deep neural networks

Clara L. Galimberti, Liang Xu, Giancarlo Ferrari Trecate

Training deep neural networks (DNNs) can be difficult due to the occurrence of vanishing/exploding gradients during weight optimization. To avoid this problem, we propose a class o…