Neural networks are the foundation of modern ... on parts of the sentences and what is significant. Transformers use an encoder/decoder structure and positional encoding of word tokens.

(In partnership with Paperspace) In recent years, the transformer model has become one of the main highlights of advances in deep learning and deep neural networks. It is mainly used for advanced ...

Transformers are more than meets the eye In brief, a transformer is a neural network architecture designed ... the transformer was introduced as an encoder-decoder architecture specifically ...

2023.220148 discusses the direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional neural network ... from the structure and geometric ...

Transformer's mechanism has an important point called 'attention mechanism'. In the conventional neural network ... have a good place to understand the structure of , and we can improve it ...