Machines are rapidly gaining the ability to perceive, interpret and interact with the visual world in ways that were once ...

"We studied the simplest model for this transfer learning approach and developed a mathematical theory for networks with one hidden layer," says Ingrosso. Innovative combination of analytical methods ...

Researchers have developed a transfer learning-enhanced physics-informed neural network (TLE-PINN) for predicting melt pool morphology in selective laser melting (SLM). This novel approach ...

Researchers from the University of Tokyo in collaboration with Aisin Corporation have demonstrated that universal scaling ...

For decades, scientists have looked to light as a way to speed up computing. Photonic neural networks—systems that use light ...

The process uses neural networks to apply the look and feel of one image to another, and appears in apps like Prisma and Facebook. These style transfers, however, are stylistic, not photorealistic.

Modeled on the human brain, neural networks are one of the most common styles of machine learning. Get started with the basic design and concepts of artificial neural networks.