Understanding Deep Learning. To understand deep learning and how it differs from machine learning, you need to understand ...

Boris Knyazev of the University of Guelph in Ontario and his colleagues have designed and trained a “hypernetwork” — a kind of overlord of other neural networks — that could speed up the training ...

Deep learning models go above and beyond traditional machine learning and can process data and recognize patterns much more ...

In this study, we demonstrate that a neural network can learn to perform phase recovery and holographic image reconstruction after appropriate training. This deep learning-based approach provides ...