Hardware news

Hardware

New AI method improves failure prediction from imperfect SSD maintenance data

Solid-state drives (SSDs), which store data in computers and servers, are critical to data center reliability. When they fail, they can contribute to service disruptions, data loss and high maintenance costs, making early ...

Hardware

Brain-inspired computing: Using noise to regulate information flow in neural networks

Researchers have developed a learning mechanism that uses the natural variability of neural activity—often dismissed as random "noise"—to understand how synapses buried deep inside brain networks—or brain-inspired devices—can ...

Hardware

Magnetic memory could make edge AI faster while reducing energy use

Texas engineers teamed up with the world's largest semiconductor foundry to fabricate and test an emerging memory technology that could help meet the increasing energy demand of artificial intelligence.

Hardware

'Oxygen tunnel' structure could solve 3D memory reliability problem to boost AI chip performance

As AI systems become more advanced, memory is required to transfer larger amounts of data at higher speeds. But conventional planar semiconductor scaling is running out of room. A KAIST research team has now addressed a key ...

Hardware

A novel chip-on-wafer platform for next-generation AI hardware

A new semiconductor integration platform developed at the Institute of Science Tokyo combines advanced chip packaging with high-density interconnects and improved thermal management. This combination of three complementary ...

Hardware

Genesis chip may help AI with its memory problem

One of artificial intelligence's most stubborn problems is enabling AI systems to accumulate new knowledge without losing what they previously learned. A team of researchers at the MATRIX AI Consortium at The University of ...

Hardware

Raspberry Pi reaches for 8MP camera sky

An 8-megapixel Sony sensor upgrade has been bestowed upon the Raspberry Pi. This low-price tiny computer enjoyed by so many students and tinkerers is in the news because the official camera module for it has been upgraded.

Hardware

Deep learning teams to get monster power in a box

Nvidia on Tuesday announced its DGX-1, a rather formidable, deep learning supercomputer. Deep learning is an already familiar concept; it is fairly well known that deep learning and AI signify modern-day keys for people who ...