The approaches are similar but can produce very different results. The general consensus among neural network researchers is that when using the back-propagation training algorithm, using the online ...

However, training deep learning models ... In most discussions, deep learning means using deep neural networks. There are, however, a few algorithms that implement deep learning using other ...

Rice researchers created a cost-saving alternative to GPU, an algorithm called “sub-linear deep ... The standard “back-propagation” training technique for deep neural networks requires matrix ...