Can deep learning be used effectively in photonic device development? This perspective critically examines the growing emphasis on deep learning frameworks by highlighting persistent challenges in ...

Artificial neural networks, deep-learning methods and the backpropagation algorithm 1 form the foundation of modern machine learning and artificial intelligence. These methods are almost always used ...

In the parable of the blind men and the elephant, several blind men each describe a different part of an elephant they are touching—a sharp tusk, a flexible trunk, or a broad leg—and disagree about ...

Across modern data-intensive disciplines, the union of numerical computation, statistics, and machine learning has become ...

AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to ...