Nature

A hybrid model based on transformer and Mamba for enhanced sequence modeling

The evolution of neural network architectures for sequence modeling has witnessed substantial advancements over the past few decades. Recurrent Neural Networks (RNNs), introduced by 1, established ...
Nature

Novel concept-based image captioning models using LSTM and multi-encoder transformer architecture

Captioning an image involves using a combination of vision and language models to describe the image in an expressive and concise sentence. Successful captioning task requires extracting as much ...
inc42

What Is Encoder-Decoder Architecture? Here’s All You Need to Know

What Is An Encoder-Decoder Architecture? An encoder-decoder architecture is a powerful tool used in machine learning, specifically for tasks involving sequences like text or speech. It’s like a ...
Design-Reuse

DVB-RCS2 Turbo Decoder and Encoder IP Core Available For Integration From Global IP Core

February 6, 2023 - Global IP Core Sales - The new DVB-RCS2 Turbo Encoder and Decoder IP Core is on the transmitter side, the turbo-phi encoder architecture is based on a parallel concatenation of two ...
NHK

8K 120-Hz Video Real-Time Encoder and Decoder

In this paper, we introduce the world’s first 8K 120-Hz video real-time encoder and decoder that complies with ARIB STD-B32 1) . We evaluated the coding efficiency and demonstrated that 8K 120-Hz ...