Artificial Intelligence With Analog Neural Chips: The Next Computing Breakthrough

Artificial Intelligence With Analog Neural Chips: The Next Computing Breakthrough

For decades, artificial intelligence (AI) has relied on digital computing — a system of zeros and ones that transformed the world from the industrial age to the information age. But now, a paradigm shift is underway. A new wave of hardware innovation called analog neural chips promises to bring machines closer to mimicking the efficiency, adaptability, and intelligence of the human brain. In the simplest terms, analog neural chips process information not in discrete digital steps but in continuously varying signals — much like the neurons and synapses in our brains. This seemingly subtle difference could redefine how machines think, … Read more

Light-Speed Analog Computing Breakthrough Promises a New Digital Revolution

Light-Speed Analog Computing Breakthrough Promises a New Digital Revolution

The world of computing stands at the threshold of a revolution. For decades, scientists have sought alternatives to traditional digital computing, which is constrained by transistor speed, heat generation, and energy consumption. Now, a groundbreaking discovery from the University of Technology Sydney (UTS) and the Rochester Institute of Technology (RIT) is rewriting those limits. Researchers have achieved a major milestone in light-speed analog computing, creating a programmable circuit that uses electromagnetic waves to perform complex mathematical operations at speeds previously thought impossible. This breakthrough, published in Nature Communications, represents not just an incremental improvement but a transformative step toward a … Read more