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 ...

Using an advanced form of deep learning, researchers created a computer system that learned how to accurately predict extreme weather events, like heat waves, up to five days in advance using minimal ...