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Quantum Recurrent Neural Networks: Predicting the Dynamics of Oscillatory and Chaotic Systems

In this study, we investigate Quantum Long Short-Term Memory and Quantum Gated Recurrent Unit integrated with Variational Quantum Circuits in modeling complex dynamical systems, including the Van der Pol oscillator, coupled oscillators, and the Lorenz system. We implement these advanced quantum mach...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Yuan Chen, Abdul Khaliq
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2024-04-01
Rangatū:Algorithms
Ngā marau:
Urunga tuihono:https://www.mdpi.com/1999-4893/17/4/163
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