Category Technology/Electronics

Machine Learning Shapes Microwaves for a Computer’s Eyes

Two swirling patterns, one of grey and black on the left, the other of yellow and purple on the right
An example of a wave pattern (right) and its intensity levels (left) developed by the machine learning algorithm to best illuminate the most important features of an object being identified.

Engineers from Duke University and the Institut de Physique de Nice in France have developed a new method to identify objects using microwaves that improves accuracy while reducing the associated computing time and power requirements.

The system could provide a boost to object identification and speed in fields where both are critical, such as autonomous vehicles, security screening and motion sensing.

The new machine-learning approach cuts out the middleman, skipping the step of creating an image for analysis by a human and instead analyzes the pure data directly...

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Nano Antennas for Data Transfer

Let there be light – and it was directional: The world’s first electrically powered Yagi-Uda antenna was built at the University of Würzburg’s Department of Physics. (Picture: Department of Physics) (Image: Physikalisches Institut

For the first time, physicists have successfully converted electrical signals into photons and radiated them in specific directions using a low-footprint optical antenna that is only 800 nanometers in size.

Directional antennas convert electrical signals to radio waves and emit them in a particular direction, allowing increased performance and reduced interference. This principle, which is useful in radio wave technology, could also be interesting for miniaturised light sources...

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New method gives Robust Transistors

In important part of the work has been conducted on one of the world´s most outstanding transmission electron microscopes, Arwen, at Linköping University.

Transmorphic epitaxial growth of AlN nucleation layers on SiC substrates for high-breakdown thin GaN transistors. A new method to fit together layers of semiconductors as thin as a few nanometres has resulted in not only a scientific discovery but also a new type of transistor for high-power electronic devices. The result, published in Applied Physics Letters, has aroused huge interest.

The achievement is the result of a close collaboration between scientists at Linköping University and SweGaN, a spin-off company from materials science research at LiU...

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Hey Google, do you really record everything I say? Yes

Credit: CC0 Public Domain

Google says it only records interactions with connected devices like the Google Home speaker when we use the “wake word,” of “Hey, Google,” or “OK, Google.” But when using many of the Google smartphone apps with a microphone for voice search, or even Google on the desktop with voice commands, it can actually record every word you say to it—whether you use the wake word or not.

The fine print is that you have to click on the microphone in the apps to communicate with Google. (For queries like “Hey, Google, find Italian restaurants near me.”) Once you do that, Google will start transcribing you, word for word, and storing your commands, in text and audio, as U.S. TODAY discovered in tests this week.

This is similar to Google’s monitoring of our keystro...

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