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Quantum convolutional neural networks

Quantum convolutional neural networks

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2321198530

Quantum convolutional neural networks

About this item

Full title

Quantum convolutional neural networks

Publisher

London: Nature Publishing Group UK

Journal title

Nature physics, 2019-12, Vol.15 (12), p.1273-1278

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Neural network-based machine learning has recently proven successful for many complex applications ranging from image recognition to precision medicine. However, its direct application to problems in quantum physics is challenging due to the exponential complexity of many-body systems. Motivated by recent advances in realizing quantum information p...

Alternative Titles

Full title

Quantum convolutional neural networks

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2321198530

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2321198530

Other Identifiers

ISSN

1745-2473

E-ISSN

1745-2481

DOI

10.1038/s41567-019-0648-8

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