Search results for machine learning architecture

Mathematics Dec 17, 2024

Can deep learning techniques predict sudden state transitions in nonlinear dynamical systems?

Nonlinear dynamical systems are systems that can undergo sudden shifts not due to changes in their state or stability, but in response to the rate at which external conditions or parameters change. These sudden shifts, known ...

Condensed Matter Dec 11, 2024

Researchers develop spintronics platform for energy-efficient generative AI

Researchers at Tohoku University and the University of California, Santa Barbara, have developed new computing hardware that utilizes a Gaussian probabilistic bit made from a stochastic spintronics device. This innovation ...

Plants & Animals Dec 9, 2024

AI model can translate the RNA language of plant life

A pioneering Artificial Intelligence (AI) powered model able to understand the sequences and structure patterns that make up the genetic "language" of plants, has been launched by a research collaboration.

Space Exploration Dec 4, 2024

Planning autonomous surface missions on ocean worlds

Through advanced autonomy testbed programs, NASA is setting the groundwork for one of its top priorities—the search for signs of life and potentially habitable bodies in our solar system and beyond. The prime destinations ...

Optics & Photonics Dec 2, 2024

Photonic processor could enable ultrafast AI computations with extreme energy efficiency

The deep neural network models that power today's most demanding machine-learning applications have grown so large and complex that they are pushing the limits of traditional electronic computing hardware.

Condensed Matter Nov 27, 2024

From sand to superposition: A key step toward a powerful silicon quantum computer

Whether it's our phones, cars, televisions, medical devices or even washing machines, we now have computers everywhere.

General Physics Nov 27, 2024

Taming big data and particle beams: How researchers are pushing AI to the edge

Every day, researchers at the Department of Energy's SLAC National Accelerator Laboratory tackle some of the biggest questions in science and technology—from laying the foundations for new drugs to developing new battery ...

Plants & Animals Nov 26, 2024

How insects react to virtual reality gaming

Humans get a real buzz from the virtual world of gaming and augmented reality, but now scientists have trialed the use of these new-age technologies on small animals, to test the reactions of tiny hoverflies and even crabs.

Quantum Physics Nov 22, 2024

Scientists develop novel high-fidelity quantum computing gate

Researchers from the RIKEN Center for Quantum Computing and Toshiba have succeeded in building a quantum computer gate based on a double-transmon coupler (DTC), which had been proposed theoretically as a device that could ...

Molecular & Computational biology Nov 19, 2024

Deep learning architecture enables higher efficiency in light microscopy image improvement

It is the computational processing of images that reveals the finest details of a sample placed under all kinds of different light microscopes. Even though this processing has come a long way, there is still room for improvement, ...

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