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Light-Carrying Chips Advance Machine Learning

Light-Carrying Chips Advance Machine Learning
In the digital age, data traffic is growing at an exponential rate. The demands on computing power for applications in artificial intelligence such as pattern and speech recognition in particular, or for self-driving vehicles, often exceeds the capacities of conventional computer processors. Working together with an international team, researchers at the University of Münster are developing new approaches and process architectures which can cope with these tasks extremely efficient. They have now shown that so-called photonic processors, with which data is processed by means of light, can process information much more rapidly and in parallel - something electronic chips are incapable of doing. The results have been published in the “Nature” journal. ....

Johannes Feldmann , Wolfram Pernice , Institute Of Physics , Tensor Processing Unit , Soft Nanoscience , ஜோஹன்னஸ் பெல்ட்மண்ன , வொல்ஃப்ராம் பெர்னிஸ் , நிறுவனம் ஆஃப் இயற்பியல் , மென்மையான நானோ அறிவியல் ,

Light-carrying chips advance machine learning

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IMAGE: Schematic representation of a processor for matrix multiplications which runs on light. Together with an optical frequency comb, the waveguide crossbar array permits highly parallel data processing.
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Credit: WWU/AG Pernice
In the digital age, data traffic is growing at an exponential rate. The demands on computing power for applications in artificial intelligence such as pattern and speech recognition in particular, or for self-driving vehicles, often exceeds the capacities of conventional computer processors. Working together with an international team, researchers at the University of Münster are developing new approaches and process architectures which can cope with these tasks extremely efficient. They have now shown that so-called photonic processors, with which data is processed by means of light, can process information much more rapidly and in parallel - something electronic chips are incapable of doing. The results have ....

Johannes Feldmann , Wolfram Pernice , Institute Of Physics , Tensor Processing Unit , Soft Nanoscience , ஜோஹன்னஸ் பெல்ட்மண்ன , வொல்ஃப்ராம் பெர்னிஸ் , நிறுவனம் ஆஃப் இயற்பியல் , மென்மையான நானோ அறிவியல் ,