Barren plateaus in quantum neural network training landscapes

Many experimental proposals for noisy intermediate scale quantum devices involve training a parameterized quantum circuit with a classical optimization loop. Such hybrid quantum-classical algorithms are popular for applications in quantum simulation, optimization, and machine learning. Due to its si...

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Detalles Bibliográficos
Autores principales: McClean, Jarrod R., Boixo, Sergio, Smelyanskiy, Vadim N., Babbush, Ryan, Neven, Hartmut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6240101/
https://www.ncbi.nlm.nih.gov/pubmed/30446662
http://dx.doi.org/10.1038/s41467-018-07090-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6240101/
https://www.ncbi.nlm.nih.gov/pubmed/30446662
http://dx.doi.org/10.1038/s41467-018-07090-4

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