Skip to main content

'A single optical fiber': Scientists build a silicon-less computer that use light waves and surpasses existing systems for classification — could this be the ultimate AI CPU?

Web Hosting & Remote IT Support

In an era where the ecological footprint of large-scale AI systems is increasingly being scrutinized, a team of international scientists has developed a potentially game-changing new solution. 

The team, led by Prof. Mario Chemnitz and Dr. Bennet Fischer from Leibniz Institute of Photonic Technology (Leibniz IPHT) in Jena, has built a computer that uses light waves instead of silicon, and it's all done through a single optical fiber. 

The researchers have leveraged the unique interactions of light waves within optical fibers to create an advanced artificial learning system. This clever method eliminates the need for extensive electronic infrastructure, which is a marked departure from traditional systems that rely on computer chips containing thousands of electronic components. 

Diagnosing COVID-19 infections

"We utilize a single optical fiber to mimic the computational power of numerous neural networks," explains Prof. Chemnitz. "By leveraging the unique physical properties of light, this system will enable the rapid and efficient processing of vast amounts of data in the future."

As Tech Xplore explains, data, whether pixel values from images or frequency components of an audio track, are encoded onto the color channels of ultrashort light pulses. These pulses carry the information through the fiber, undergoing various combinations, amplifications, or attenuations. The emergence of new color combinations at the fiber's output enables the prediction of data types or contexts. 

The team has successfully applied this method in a pilot study to diagnose COVID-19 infections using voice samples supplied by the University of Cambridge. The results achieved a detection rate that surpasses the best digital systems to date. 

"We are the first to demonstrate that such a vibrant interplay of light waves in optical fibers can directly classify complex information without any additional intelligent software," Prof. Chemnitz said.

The paper has been published in Advanced Science

Leibniz IPHT optical fiber research

(Image credit: Leibniz IPHT)

More from TechRadar Pro



via Hosting & Support

Comments

Popular posts from this blog

Hacking Huawei Modems

Report: Android's desktop mode might allow future tablets to double as computers

Web Hosting & Remote IT Support Back in April , evidence surfaced online revealing that Google was working on improving Android's desktop mode. Early demos show it’ll be more user-friendly than before by having movable windows, although it still lacks vital features. Since then, we haven’t heard much about the project until recently, when it popped up again in the “latest Android 15 Beta 4.1 release”. Android expert Mishaal Rahman discovered that Android’s feature may work on a tablet – provided it has a big enough display. In the build, he states that if you go to the device’s 'Recents' view and open the dropdown menu for an app, you will see a new button called “Desktop.” Tapping said button causes whatever app you were on to turn into a free-floating window. From here on, it behaves similarly to a browser on Samsung's New DeX system. The app can be minimized, maximized, attached to the side, or connected to another window. Down at the bottom is a taskbar