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TechXplore – Hardware

TechXplore - Hardware

Reinforcement learning accelerates model-free training of optical AI systems

January 3, 2026 Tech Xplore.com

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive optical networks, in particular, enable large-scale parallel computation through the use of passive structured phase masks and the propagation of […]

TechXplore - Hardware

Turning PCs and mobile devices into AI infrastructure can slash operational costs

January 2, 2026 Tech Xplore.com

Until now, AI services based on large language models (LLMs) have mostly relied on expensive data center GPUs. This has resulted in high operational costs and created a significant barrier to entry for utilizing AI […]

TechXplore - Hardware

New ultrathin ferroelectric capacitors show promise for compact memory devices

December 29, 2025 Tech Xplore.com

An ultrathin ferroelectric capacitor, designed by researchers from Japan, demonstrates strong electric polarization despite being just 30 nm thick including top and bottom electrodes—making it suitable for high-density electronics. Using a scandium-doped aluminum nitride film […]

TechXplore - Hardware

All-optical chip achieves 100-fold speed boost over top-tier NVIDIA chips

December 22, 2025 Tech Xplore.com

Scientists in China have unveiled a new AI chip called LightGen that is 100 times faster and 100 times more energy efficient than NVIDIA chips, the leading supplier of AI chips worldwide. Instead of using […]

TechXplore - Hardware

New memristor-based converter boosts energy efficiency in AI hardware

December 17, 2025 Tech Xplore.com

A cross-institutional team led by researchers from the Department of Electrical and Electronic Engineering (EEE), under the Faculty of Engineering at The University of Hong Kong (HKU), have achieved a major breakthrough in the field […]

TechXplore - Hardware

First monolithic 3D chip built in U.S. foundry delivers major AI speed gains

December 12, 2025 Tech Xplore.com

A collaborative team has achieved the first monolithic 3D chip built in a U.S. foundry, delivering the densest 3D chip wiring and order-of-magnitude speed gains.This post was originally published on this site

TechXplore - Hardware

New materials could boost the energy efficiency of microelectronics

December 11, 2025 Tech Xplore.com

MIT researchers have developed a new fabrication method that could enable the production of more energy efficient electronics by stacking multiple functional components on top of one existing circuit.This post was originally published on this […]

TechXplore - Hardware

Fully digital design paves the way for scalable probabilistic computing

December 10, 2025 Tech Xplore.com

Artificial intelligence and machine learning could become dramatically more efficient, thanks to a new type of computer component developed by researchers at the University of California, Santa Barbara and Tohoku University, in collaboration with the […]

TechXplore - Hardware

AI headphones automatically learn who you’re talking to—and let you hear them better

December 9, 2025 Tech Xplore.com

Holding a conversation in a crowded room often leads to the frustrating “cocktail party problem,” or the challenge of separating the voices of conversation partners from a hubbub. It’s a mentally taxing situation that can […]

TechXplore - Hardware

Data centers: a view from the inside

December 9, 2025 Tech Xplore.com

The expansion of data centers to power the AI boom has more people wondering: what exactly is in a data center?This post was originally published on this site

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EDITOR’S PICKS:

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  • Commercial Refrigeration Repair

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