U-M researchers created a reservoir computing system that reduces training time and improves capacity of similar neural networks. A new type of neural network made with memristors can dramat... Read more
ORNL-designed algorithm leverages Titan to create high-performing deep neural networks Deep neural networks—a form of artificial intelligence—have demonstrated mastery of tasks once thought... Read more
Researchers have shown how to write any magnetic pattern desired onto nanowires, which could help computers mimic how the brain processes information. Much current computer hardware, such as... Read more
Even as the power of our modern computers grows exponentially, biological systems — like our brains — remain the ultimate learning machines. By finding materials that act in ways similar to... Read more
Neural networks carry out chemical simulations in record time Researchers at the Universities of Vienna and Göttingen have succeeded in developing a method for predicting molecular infrared... Read more
SLAC and Stanford researchers demonstrate that brain-mimicking ‘neural networks’ can revolutionize the way astrophysicists analyze their most complex data, including extreme distortions in s... Read more
Whether it’s for computer games, motion analysis in sports, or even medical examinations, many applications require that people and their movements are captured digitally in 3D in real-time.... Read more
Neural networks could be implemented more quickly using new photonic technology “Deep learning” computer systems, based on artificial neural networks that mimic the way the brain learns from... Read more
Scanning your brain to decode the contents of your mind has been a subject of intense research interest for some time. As studies have progressed, scientists have gradually been able to inte... Read more
Machine-learning system doesn’t require costly hand-annotated data. In recent years, computers have gotten remarkably good at recognizing speech and images: Think of the dictation software o... Read more
Neural networks using light could lead to superfast computing. Neural networks are taking the world of computing by storm. Researchers have used them to create machines that are learning a h... Read more
New training technique would reveal the basis for machine-learning systems’ decisions. In recent years, the best-performing systems in artificial-intelligence research have come courtesy of... Read more
Machine-learning techniques that mimic human recognition and dreaming processes are being deployed in the search for habitable worlds beyond our solar system. A deep belief neural network, c... Read more
How does the image-recognition technology in a self-driving car respond to a blurred shape suddenly appearing on the road? Researchers from KU Leuven have shown that machines can learn to re... Read more