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The current deep neural network system (such as ChatGPT) can quickly improve energy efficiency by 100 times in training, and "future improvements will greatly increase by several orders of magnitude. Scientists from MIT and other institutions have demonstrated a new optical neural network training method that can crush state-of-the-art electronic microprocessors.Moreover, the computational density...
In the era of sustainable development and cutting-edge technology, the integration of 3D printing and culinary art is not only an innovation, but also a proof of human creativity. Imagine in such a world, your desserts are not just coming out of the kitchen, but carefully designed and printed layer by layer. This is not a glimpse of the distant future, but the reality of today, as developers have ...
The new architecture based on metamaterials provides a promising platform for constructing large-scale production and reprogrammable solutions that can perform computational tasks using light.The idea of simulating computers - a device that uses continuous variables instead of zero sum ones - may evoke outdated machinery, from mechanical watches to bomb sight devices used in World War II. But emer...
This month, German laser giant Trumpf completed an expansion project at its smart factory in Pasing, Austria. The opening ceremony was held in the presence of members of the Tongkuai Group family and representatives from the business and political circles. Over the past two years, Tongkuai has invested approximately 40 million euros in the expansion of the factory. The company has built two new...
With the explosive growth of data traffic, the market is extremely eager for hybrid photonic integrated circuits that can combine various optical components on a single chip.Silicon is an excellent material for photonic integrated circuits (PICs), but achieving high-performance laser sources in silicon still poses challenges. The monolithic integration of III-V quantum dot (QD) lasers on silicon i...