Deep Learning

Intel and the US Department of Energy will deliver the world’s first exascale supercomputer in 2021, boosting many different fields of research. Named Aurora, the new system will be a thousand times more powerful than the petascale generation that began in 2008 and is still in wide use today.

You might think you're safe from being spotted by a camera if your face is covered or turned away, but the latest developments in AI-powered recognition tech are coming for you. NEC has announced a system that can identify people who are partially obscured, or even facing the other way.

Researchers from Columbia Engineering have gone and done it, giving a robot arm some form of self-awareness – at least in a rudimentary sense, which allows it to better adapt to changing conditions.

To speed up the creation of virtual environments, researchers at Nvidia have taught artificial intelligence systems how to generate and detail new virtual cityscapes, by training neural networks on real video footage.

It's taken a couple of years, but 21-year-old drone entrepreneur George Matus has finally got his flagship Teal One drone into production. Fast, compact and smart, the Teal One packs an Nvidia Jetson TX processor and has its own app platform to enable AR, autonomy and deep learning applications.

When a doctor prescribes a patient more than one drug they have no way to predict whether that combination will have an adverse side effect. A new system from Stanford University presents a novel solution – an AI-driven computer system than can predict the consequences of combining two drugs.

​So-called "camera traps" – motion-activated cameras that automatically take photos of passing wildlife – are a great way of determining the type and number of animals present in a given area. Now, they could prove even more useful, thanks to a new artificial intelligence (AI) system.

​There are now attachments that let you capture microscope images with a smartphone. Unfortunately, the limitations of the phone's lens and image sensor mean that those images still won't be as good as those from a lab-grade microscope. That could change, however, thanks to a recent advance in AI.

Drones with deep learning AI capabilities will soon be patrolling the beaches of Australian coastlines, constantly scanning and automatically detecting sharks around swimmers and surfers. They'll carry shark repellent, as well as loudspeakers for warning beachgoers.

​Microsoft’s AR headset, the HoloLens, is an exciting prospect but isn't quite ready for the public. But as it inches closer to a consumer release, the company has revealed that the next version of the hardware will have an AI coprocessor built in, to help the headset recognize real-world objects.

CCTV systems may help security personnel watch for handguns in places such as airports, but the task of manually scrutinizing every person on every screen is still a daunting one. It was with this in mind that researchers recently developed a system that automatically recognizes guns on video.

Researchers at the Georgia Institute of Technology have developed a robot that uses deep learning to create its own compositions and then bashes them out on the wooden blocks. Do today's great (human) composers have something to worry about? Let's meet Shimon to find out.