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...

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Egile Nagusiak:	Yuan Chen, Abdul Khaliq
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	MDPI AG 2024-04-01
Saila:	Algorithms
Gaiak:	Quantum Long Short-Term Memory (QLSTM) Quantum Gated Recurrent Unit (QGRU) Van der Pol oscillator harmonic oscillators Lorenz system
Sarrera elektronikoa:	https://www.mdpi.com/1999-4893/17/4/163
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