deep neural networks Archives

IBM Research unveils breakthrough analog AI chip for efficient deep learning

IBM Research has unveiled a groundbreaking analog AI chip that demonstrates remarkable efficiency and accuracy in performing complex computations for deep neural networks (DNNs).

This breakthrough, published in a recent paper in Nature Electronics, signifies a significant stride towards achieving high-performance AI computing while substantially conserving energy.

The traditional approach of executing deep neural networks on conventional digital computing architectures...

11 August 2023 | Artificial Intelligence

AI uses radio waves to diagnose sleep disorders

Researchers have developed an AI-based algorithm to improve the diagnosis and monitoring of sleep disorders using radio waves. Good sleep is vital for our mental and physical wellbeing. Diagnosing problems today, however, can be difficult as it requires patients to be fitted with electrodes and various sensors. The researchers from MIT and Massachusetts General Hospital used an AI algorithm to analyse radio signals around a subject. These readings are translated into the stages of sleep:...