Sentence examples for deep learning system from inspiring English sources

Perhaps a deep learning system to detect deep learning-based image manipulation is just the ticket.

It's true that you can learn something a heck of a lot faster than the typical deep learning system, for instance.

Where a conventional deep learning system is flummoxed, Shanahan's more abstracted system is able to think generally about the problem, see the similarities to the previous approach, and continue.

But not only are you starting with years worth of previous knowledge that you're building on – hardly a small amount of data – you also have a weakness that no good deep learning system would put up with: you forget.

The flipside, of course, is that if you show a deep learning system several million pictures of Quokka, along with a few million pictures of every other extant mammal, you could well end up with a mammal identification system which can beat all but the top-performing experts at categorising small furry things.

Enter the deep learning system.

"Deep learning" systems such as AlphaGo are fascinating precisely because we don't really know what's going on inside them.

Previous AI champions like IBMs Watson triumphed at single games like Jeopardy after detailed human programming, but DeepMind and other deep learning systems are doing something much more mysterious.

Deep learning systems are based on multilayer neural networks and power, for example, the speech recognition capability of Apple's mobile assistant Siri.

The results are much more robust though, and deep learning systems are incredibly good at spotting patterns and motifs in data, whether it's numbers, image pixels or musical notes.

Today's "deep learning" systems, by mimicking the layers of neurons in a human brain and crunching vast amounts of data, can teach themselves to perform some tasks, from pattern recognition to translation, almost as well as humans can.