I hope that this simple guide ... We refer to ‘deep learning’ because the neural networks have various (deep) layers that enable learning. Just about any problem that requires “thought ...

A particularly challenging cocktail party problem is in the field ... The task in this kind of machine learning is one of parameter optimization. Their deep neural network has a billion parameters ...

Deep learning excels at this sort of problem, known as unsupervised learning. In some cases it performs far better than its predecessors. It can, for example, learn to identify syllables in a new ...