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A Hybrid Quantum-Classical Generative Adversarial Network for Near-Term Quantum Processors

In this article, we present a hybrid quantum-classical generative adversarial network (GAN) for near-term quantum processors. The hybrid GAN comprises a variational generator and a discriminator quantum neural network, which are trained using a classic computer. The generator network is realized usi...

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Tallennettuna:
Päätekijät: Albha O'Dwyer Boyle, Reza Nikandish
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: IEEE 2024-01-01
Sarja:IEEE Access
Aiheet:
Generative adversarial network (GAN)
hybrid quantum-classical model
noisy intermediate-scale quantum (NISQ)
quantum circuit
quantum computing
quantum machine learning
Linkit:https://ieeexplore.ieee.org/document/10609392/
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