A scientist has used a form of artificial intelligence known as deep learning to predict the 3D structure of effectively any protein based on its amino acid sequence. This new approach for ...

Few-shot learning, on the other hand, provides a small set of examples with the prompt to adjust the model’s behavior to a specific context.

In contrast, the connections between artificial neurons in deep learning are much more simplistic, with few offering “top-down” guidance and even fewer with pre-programmed “canonical circuits” that ...

Machine learning takes materials modeling into new era Deep learning approach enables accurate electronic structure calculations at large scales Date: July 7, 2023 Source: Helmholtz-Zentrum ...

Emerging research areas like few-shot learning are promising avenues. The human brain—that original source of intelligence—provides important inspiration here.

The authors of this article report a deep-learning-enabled dual-frequency-multiplexing FPP technique, enabling single-shot unambiguous high-precision structured light 3D imaging.