Title: Quantum Machine Learning: 6 (De Gruyter Frontiers in Computational Intelligence, 6)
Publisher: De Gruyter 2020-06-08
Publication Date: 2020
Language: English
ISBN 10: 311067064X
ISBN 13: 9783110670646
Binding: Hardcover
Condition: New

About this title

Synopsis

Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing routines can be applied and the result of the quantum computation is read out by measuring the quantum system.

While many proposals of quantum machine learning algorithms are still purely theoretical and require a full-scale universal quantum computer to be tested, others have been implemented on small-scale or special purpose quantum devices.

About the Author

Siddhartha Bhattacharyya, Indrajit Pan, Ashish Mani, Sourav De, Susanta Chakraborti, India. Elizabeth Behrman, USA.

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