However, decoder and encoder circuits also have some differences. A decoder circuit produces a one-hot code, which means that only one output is high at a time.

The decoder will interpret the data stream and take a corresponding data line high to replicate the state of the encoder. This document gives an overview of encoder / decoder ICs and explains the ...

In 2020, the paper Leveraging Pre-trained Checkpoints for Sequence Generation Tasks studied the effectiveness of initializing sequence-to-sequence models with pretrained encoder/decoder checkpoints ...

Large language models (LLMs) have changed the game for machine translation (MT). LLMs vary in architecture, ranging from decoder-only designs to encoder-decoder frameworks. Encoder-decoder models, ...

Therefore, an encoder–decoder and Siamese time series network (ES-net) is proposed. First, an encoder–decoder (ED) model is designed to predict target grade (i.e., the zinc tailings or concentrate ...

To capture more general and wide-ranging differences between true and fake news, in this paper, directly from the different categories of news itself, we propose a Category-controlled Encoder-Decoder ...

Since the deep learning boom has started, numerous researchers have started building many architectures around neural networks. It is often speculated that the neural networks are inspired by neurons ...

I am not completely sure from the documentation how to interpret the results of the TFTExplainer. When I pass a certain series to the explainer and plot variable selection, I get a graph of variable ...

In addition, audio/video synchronization must be considered when looking at encoding and decoding. Just a 20ms loss of audio sync with video (lip sync) is equivalent to half a frame and will be ...