EPFL scientists show that even a few simple examples are enough for a quantum machine-learning model, the "quantum neural networks," to learn and predict the behavior of quantum systems, bringing us ...

Each time you see your face recognised by a modern computer, or get an answer to a difficult question by a computer program that can translate languages, there is an important mathematical technique ...

Real data can be hard to get, so researchers are turning to synthetic data to train their artificial intelligence systems. On a sunny day in late 1987, a Chevy van drove down a curvy wooded path on ...

Neural networks have enjoyed several waves of popularity over the past half century. Each time they become popular, they promise to provide a general purpose artificial intelligence–a computer that ...

Capsule networks represent a paradigm shift in deep learning by grouping neurons into capsules that encode both the probability of a feature’s presence and its instantiation parameters, such as pose ...

Spoiler: there isn’t just one network definition. Learn everything you need to assess various network types, topologies, and architectures. The simple network definition: a system that links other ...