20 citations · 29 across the 2 of their papers we have counts for
2 papers
quant-ph2023★ 9 cited
Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction
José Daniel Viqueira, Daniel Faílde, Mariamo M. Juane +2
Quantum Recurrent Neural Networks (QRNNs) are robust candidates for modelling and predicting future values in multivariate time series. However, the effective implementation of som…
quant-ph2023★ 20 cited
Using Differential Evolution to avoid local minima in Variational Quantum Algorithms
Daniel Faílde, José Daniel Viqueira, Mariamo Mussa Juane +1
Variational Quantum Algorithms (VQAs) are among the most promising NISQ-era algorithms for harnessing quantum computing in diverse fields. However, the underlying optimization proc…