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Showing posts from January, 2026

Memristor-based analog-to-digital converter overcomes bottlenecks, significantly enhancing how AI chips process signals

https://techxplore.com/news/2025-12-memristor-based-boosts-energy-efficiency.html "AI accelerators bulky/ power-hungry, overcome using memristors dynamically fine-tuning signal conversion based on incoming data rather than fixed, inefficient settings... 15.1X improved energy efficiency, 12.9X reduced circuit area allowing for smaller chips... Compute-In-Memory systems: 57% reduced total chip energy, 30% reduced overall size... high accuracy across various neural network models, faster, operates on much smaller batteries... edge devices: smartphones, sensors"

Molecular device bridges gap between molecular electronics/ neuromorphic computing performing functions based on how it is stimulated

https://www.eurekalert.org/news-releases/1111223 "tweaked 17 ruthenium complex molecular geometry/ ion arrangement variations... adaptable: memory, logic gate (for processing), synapse (for learning), digital/ analog... molecules at dense scale unpredictable, overcome focusing on chemical design as computational principle... data storage/ processing within same physical substrate, combines quantum chemistry/ many-body physics... stimulate: electron movement through molecular film, oxidation/ reduction, counterion rearrangement stabilizing electronic states"

Conductive plastic electrodes made from visible light for safer, simpler and more versatile organic electronics production

https://www.eurekalert.org/news-releases/1109472 "no: expensive equipment, toxic chemicals/ harsh UV bonding individual monomers into chains... water-soluble monomers react to visible laser light, photo-patterning onto surfaces, including: glass, textiles, living skin... unexposed liquid rinses away leaving the solid electrode behind... polymers can transport both electrons/ ions... more natural biocompatibility (outperforms traditional metal EEG electrodes recording brain activity"