Feature extraction Archives - IEEE Transactions on Quantum Engineering

Application of Quantum Recurrent Neural Network in Low-Resource Language Text Classification

March 9, 2024Wenbin Yu, Lei Yin, Chengjun Zhang, Yadang Chen, Alex X. LiuQuantum InformationComputational modeling, Feature extraction, Integrated circuit modeling, Qubit, Task analysis, Text categorization, Vectors

Text sentiment analysis is an important task in natural language processing and has always been a hot research topic. However, in low-resource regions such as South Asia, where languages like Bengali are widely used, the research interest is relatively low compared to high-resource regions due to limited computational resources, flexible word order, and high inflectional […]

Prediction of Solar Irradiance One Hour Ahead Based on Quantum Long Short-Term Memory Network

The short-term forecasting of photovoltaic (PV) power generation ensures the scheduling and dispatching of electrical power, helps design a PV-integrated energy management system, and enhances the security of grid operation. However, due to the randomness of solar energy, the output of the PV system will fluctuate, which will affect the safe operation of the grid. […]