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

Specifically, we predict civilian unemployment using models based on four different neural network architectures. Each of these models outperforms benchmark models at short time horizons. One model, ...

2023.220148 discusses the direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional neural network. Metasurfaces, as two-dimensional ...

One of the key conceptual differences between traditional coding and neural network coding is that ... they can be re-trained), the same encoder or decoder architecture can be specialised for ...