Abstract: Transformers are widely used in natural language processing and computer vision, and Bidirectional Encoder Representations from Transformers (BERT) is one of the most popular pre-trained ...

Initially, a hierarchical transformer encoder transforms the image into multilevel feature maps. Subsequently, information from various layers is aggregated through a multilayer perceptron (MLP) ...

The adders and multipliers will help both the encoding and decoding processes. The encoder block diagram shows that one input to each multiplier is a constant field element, which is a coefficient of ...

In addition, we developed a transformer encoder based on the group axial attention mechanism. This allows for efficient attention range control in the horizontal and vertical directions while reducing ...

Yuichiro Chino/Getty Images A block is the fundamental unit of a blockchain that contains a set of validated transactions and cryptographic links to previous blocks, forming an immutable record in ...

At the center of the logiJPGE-LS IP core is an encoder block, that works with the color component precision up to 12 bits and utilize standard JPEG headers on the output stream. The logiJPGE-LS IP ...

Lattice’s Block Convolutional Encoder IP core is a parameterizable core for convolutional encoding of continuous or burst input data streams. The core allows different code rates and constraint ...