Training Deep Neural Networks with Constrained Learning Parameters

Prasanna Date, Christopher D. Carothers, John E. Mitchell +2

Today's deep learning models are primarily trained on CPUs and GPUs. Although these models tend to have low error, they consume high power and utilize large amount of memory owing…