As artificial intelligence (AI) proliferates rapidly, AI models and datasets are also growing rapidly in size. This growth far outpaces performance improvement in hardware systems, and is increasing ...

The growth and impact of artificial intelligence are limited by the power and energy that it takes to train machine learning models. So how are researchers working to improve computing efficiency to ...

Hybrid systems could bring efficiency gains at the edge, but conventional infrastructure isn't going anywhere fast ...

What if the key to unlocking artificial general intelligence (AGI) lies not in brute computational power but in something as unassuming as thermal noise? Imagine a world where AI systems capable of ...

Spintronic memory architectures exploit the intrinsic spin of electrons, alongside their charge, to store and process information in magnetic materials. By integrating magnetic tunnel junctions (MTJs) ...

The US Department of Energy (DOE) is funding research at the University of Arkansas exploring more efficient computing. Charles Paillard, research professor of physics and director of the Smart ...

The result is a simple and efficient neuromorphic device that mimics a brain cell ...

The growth of energy efficiency in traditional computer chips is slowing due to physical limitations, coinciding with a rapid increase in energy demands from the tech sector, especially artificial ...

Physicists are developing an innovative approach that will significantly improve the energy efficiency of computers. They take their inspiration from the human brain. (Nanowerk News) The rapid ...

Reliable operation of data centers has become essential to nearly all sectors of modern society, including health care, education, government services, power grid operation, banking, defense and ...