Ultrafast neuromorphic computing driven by polariton nonlinearities
Peer-Reviewed Publication
Updates every hour. Last Updated: 18-Jun-2025 12:10 ET (18-Jun-2025 16:10 GMT/UTC)
Neuromorphic computing, inspired by the human brain, offers a path to faster and more efficient AI. In a pioneering breakthrough, Chinese scientists demonstrate the first use of perovskite microcavity exciton-polariton as a platform for neuromorphic computing, achieving 92% accuracy in digit recognition with single-step training. Operating at room temperature and driven by strong optical nonlinearity, the system enables ultrafast and power-efficient computation—paving the way for next-generation light-based intelligent hardware.
When a water-based polymer solution dries, the liquid surface splits in uneven, unpredictable ways—a phenomenon called symmetry breaking. Using a natural polymer in a controlled drying setting, researchers from JAIST, Japan, identified that the irregular patterns in symmetry breaking don’t just form by chance but follow hidden physical rules. This discovery offers new insight into how asymmetric patterns in nature form and could impact fields from material design to biological development.
A Hong Kong University of Science and Technology (HKUST) research team led by Prof. SUN Jianwei and Prof. LIN Zhenyang from the Department of Chemistry has developed a catalytic enantioselective type II [5 + 2] cycloaddition method to address the challenges of synthesizing chiral bridged polycyclic structures, particularly those with a bridged seven-membered subunit. This innovative approach utilizes 3-oxidopyrylium ylides to create the desired complex shapes, paving the way for more applications in the rapid synthesis and diversification of other valuable complex molecules, including important natural products and drug molecules.
As the development of smart contact lenses is on the rise, concerns about radiation exposure and eye health continue to grow, posing potential risks such as cataracts and ocular disorders. Addressing this challenge, researchers at Waseda University have developed advanced MXene-coated lenses that shield the eyes against electromagnetic radiation while maintaining hydration and high optical clarity. This wearable breakthrough opens new possibilities for safer, next-generation eyewear technologies in healthcare and beyond.
Alcohol affects everyone differently, but new research reveals that biological sex may play a bigger role than previously thought. In a preclinical study, Scripps Research scientists uncovered distinct differences in how the brains of female rats respond to alcohol—and found early evidence that the effectiveness of certain medications varies depending on drinking history and sex. This emerging research could help guide more personalized treatment strategies for alcohol use disorder (AUD), particularly for women—who may be more biochemically sensitive to alcohol’s effects—and for individuals in earlier stages of harmful alcohol use.
A groundbreaking technique developed by Politecnico di Milano researchers is enabling scientists to control specific bacterial functions using light-sensitive materials. The Engineering Of bacteria to See light (EOS) project, funded by the European Research Council (ERC), has pioneered a system that allows bacteria to sense light and convert light energy into electrical signals across their membranes without the need for any genetic modification. This method is being explored as a promising solution to the growing global challenge of antibiotic resistance.
Its potential applications include developing next-generation antimicrobial platforms, where light is used to target resistant pathogens, and biocompatible, light-guided “bacterial robots” capable of delivering drugs to specific areas of the body, even those that are typically difficult to reach, such as the gastrointestinal tract.