This study addresses the growing demand for news text classification driven by the rapid expansion of internet information by proposing a classification algorithm based on a Bidirectional Gated ...

The goal of SigNN is to develop a software which is capable of real-time translation of American Sign language (ASL) into English text. It is capable of all letters, including J and Z (which are edge ...

‘Brique de verre’, aka the humble glass block, first patented in 1886 and a regular feature ... she’s a fan of all things travel, art and architecture. She has written three Wallpaper* City Guides on ...

Expo 2025 Osaka has officially opened on April 13, 2025, at Yumeshima, Osaka. Under the overarching theme "Designing Future Society for Our Lives," the Expo set out to explore three pivotal ...

through the development of a highly optimized long short-term memory (LSTM) network. The proposed framework is engineered to capture intricate temporal dependencies within modulated signals, ...

Figure 8: Functional Block Diagram architecture We remark that the logical organization of the memory requires 4 FIFOs based line storage which are implemented using an external memory device.

Our processing pipeline integrates feature extraction, LSTM-attention blocks, and dense layers for final classification. Early fusion techniques, which combine spatial and temporal features in the ...

The existing network backbone can embed DIA unit readily by sharing the DIA unit with all the layers. In the implementation, an LSTM-based DIA unit is provided.