Each algorithm is built for a different type of problem, and they all engage in subtly different kinds of machine learning. Here, we'll discuss four major subtypes of software neural networks: ...

“Neural networks are currently the most powerful tools in artificial intelligence,” said Sebastian Wetzel, a researcher at the Perimeter Institute for Theoretical Physics. “When we scale them up to ...

This lets us evaluate the output of the network. At the same time, this allows one to measure all relevant information for the training," says Clara Wanjura, the first author of the study. The authors ...

The deep neural network models that power today’s most demanding machine-learning applications are pushing the limits of traditional electronic computing hardware, according to scientists working on a ...