Devdiscourse

AI boosts predictive healthcare yet struggles with data, ethics and workflow adoption

In oncology and cardiology, AI’s strength lies in deep learning techniques applied to imaging and genomic data. Convolutional ...
EE World Online

What are attention mechanisms, and how do they work in speech and audio processing?

This FAQ talks about how attention mechanisms work at their core, how they are used in automatic speech recognition systems, ...
C&EN

Gated Recurrent Knowledge-Guided Attention Network with Adaptive Graph Structure Learning for Forecasting in Chemical Processes

Key Laboratory of Smart Manufacturing in Energy Chemical Process, East China University of Science and Technology, Shanghai 200237, China ...
IEEE

End-to-End Hybrid Stock Market Prediction: Transformer-Based Enhanced Recurrent Neural Networks with FinBERT Integration

Abstract: In time series stock forecasting tasks, Long Short-Term Memory (LSTM) networks have been extensively utilized due to their proficiency in modeling sequential data. However, LSTM-based ...

Why LSTM Outperforms RNN in AI Models? A Deep Dive into Its Structure and Advantages

Recurrent Neural Networks (RNNs) are AI models designed to process sequential data, capable of sequentially handling words and temporarily storing previously processed information in short-term memory ...
IEEE

Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics

Abstract: One of the major challenges in analyzing modern biological data is dealing with ill-posed problems and missing data. In this paper, we propose a genotype imputation and phenotype sequences ...
Scientific Research Publishing

Calibration of Water Distribution Network Models and Comparison between (DDA) and (PDA) ()

1 Department of Hydraulics, Sanitary Environmental Protection, Faculty of Hydrotechnics, Technical University of Civil Engineering of Bucharest, Bucharest, Romania. 2 Department of Hydraulics, ...
C&EN

GSH and Halides Directed Controllable Synthesis of Chiral Gold Nanostars for Sensitive Diagnosis of Nephritis Types Using SERS and Transformer Neural Network

Institute of Digitized Medicine and Intelligent Technology, Wenzhou Medical University, Wenzhou 325000, P. R. China ...