Quantum Machine Learning (De Gruyter Frontiers in Computational Intelligence, 6) - Hardcover

Book 8 of 14: De Gruyter Frontiers in Computational Intelligence
 
9783110670646: Quantum Machine Learning (De Gruyter Frontiers in Computational Intelligence, 6)
Hardcover
ISBN 10: 311067064X ISBN 13: 9783110670646
Publisher: De Gruyter, 2020

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.

"synopsis" may belong to another edition of this title.

About the Author

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

"About this title" may belong to another edition of this title.

Publisher
De Gruyter
Publication date
2020
Language
English
ISBN 10 
311067064X
ISBN 13 
9783110670646
Binding
Hardcover
Edition number
1
Number of pages
131
Editor
Bhattacharyya Siddhartha, Pan Indrajit, Mani Ashish, De Sourav, Behrman Elizabeth, Chakraborti Susanta