Light-speed learning: A brain-inspired chip that thinks with light
Peer-Reviewed Publication
Updates every hour. Last Updated: 13-Jun-2026 12:15 ET (13-Jun-2026 16:15 GMT/UTC)
In International Journal of Extreme Manufacturing, researchers report a neuromorphic chip that processes and learns information using light and electronics tightly integrated on a single platform, much like biological neurons combine sensing, communication, and memory in one physical structure.
A way to electrically modify the chirality of organic–inorganic hybrid materials, in which chiral molecules adsorb onto inorganic surfaces, has been demonstrated by researchers at Science Tokyo. By using an electric double-layer transistor with a chiral electrolyte, specific chirality was imposed on an otherwise achiral molybdenum disulfide surface. This reversible method enables tunable chiral electronic states and opens new possibilities for advanced spintronic devices and the emerging field of “chiral iontronics.”
There is an increasing demand for novel materials with high-temperature oxidation resistance in harsh environments. Now, a joint research team from Jeonbuk National University and Korea Institute of Materials Science have demonstrated promising alumina-forming ferritic alloys that exhibit high-temperature oxidation resistance even under prolonged steam exposure. They achieve an outstanding balance between steam oxidation resistance, high-temperature strength, and cost- effectiveness, making them lucrative for high-temperature structural applications in extreme environments.
GenAI tools are increasingly used in academic settings, yet little is known about how they affect higher-order thinking during critical reading and writing revision. A new study has found that postgraduate students selectively engage with GenAI when revising critical reading reports, focusing intensely on specific analytical dimensions. This strategic engagement is shaped by academic goals, supervisor demands, career aspirations, and misunderstandings of content.
A research team from Peking University has successfully developed a vanadium oxide (VO₂)-based “locally active memristive oscillator” that operates at the edge of chaos. Through simple signal injection, the device exhibits diverse nonlinear dynamic behaviors such as frequency division, stochastic oscillation, and frequency locking. Remarkably, a single device demonstrates powerful frequency-domain feature extraction capability in speech recognition tasks, achieving performance comparable to a two-layer convolutional neural network. This breakthrough opens a new pathway for future energy-efficient and intelligent neuromorphic computing chips.
A group lead by Prof. Yang Liu from Huazhong University of Science and Technology has created a new type of "upgraded" polymer that’s far better at converting movement into electrical signals through piezoelectric effect. By using a straightforward solution-casting process, they create uniform A4 paper size films suited for industrial production, suggesting the material could power next-gen flexible wearable electronics for smarter daily use and healthcare.A group lead by Prof. Yang Liu from Huazhong University of Science and Technology has created a new type of "upgraded" polymer that’s far better at converting movement into electrical signals through piezoelectric effect. By using a straightforward solution-casting process, they create uniform A4 paper size films suited for industrial production, suggesting the material could power next-gen flexible wearable electronics for smarter daily use and healthcare.
In this system, Fc could convert overexpressed H2O2 to produce ·OH. Importantly, Cur could form dynamic boronate ester bonds with BA, and be encapsulated in SPSAs-1 through responsive chemical bond to form SPSAs-2. The acidic microenvironment and excessive H2O2 within tumor cells cause the dissociation of boronate ester bonds and β-CD/Fc complexes, releasing Cur. As a result, the GSH level could be reduced through the combination of the BA-induced GSH consumption and Cur-induced inhibition of TrxR activation, further enhancing CDT efficacy.