| 000 -LEADER |
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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
191104b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783319964232 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
530.1201514 |
| Item number |
SCH |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Schuld, Maria |
| 245 ## - TITLE STATEMENT |
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| Title |
Supervised learning with quantum computers |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Springer |
| Date of publication, distribution, etc |
2018 |
| Place of publication, distribution, etc |
Cham |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xiii, 287 p. |
| Other physical details |
ill. |
| Dimensions |
24 cm. |
| 365 ## - TRADE PRICE |
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| Price amount |
119.99 |
| Price type code |
EUR |
| Unit of pricing |
9863.18 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Quantum science and technology. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
Quantum machine learning investigates how quantum computers can be used for data-driven prediction and decision making. The books summarises and conceptualises ideas of this relatively young discipline for an audience of computer scientists and physicists from a graduate level upwards. It aims at providing a starting point for those new to the field, showcasing a toy example of a quantum machine learning algorithm and providing a detailed introduction of the two parent disciplines. For more advanced readers, the book discusses topics such as data encoding into quantum states, quantum algorithms and routines for inference and optimisation, as well as the construction and analysis of genuine ``quantum learning models''. A special focus lies on supervised learning, and applications for near-term quantum devices.
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| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Pattern recognition |
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| Topical term or geographic name as entry element |
Quantum physics |
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| Topical term or geographic name as entry element |
Mathematical physics |
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| Topical term or geographic name as entry element |
Artificial intelligence |
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| Topical term or geographic name as entry element |
Physics |
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| Topical term or geographic name as entry element |
Computers |
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| Topical term or geographic name as entry element |
Computer vision and pattern recognition |
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| Topical term or geographic name as entry element |
Information technology |
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| Topical term or geographic name as entry element |
Intelligence and semantics |
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| Topical term or geographic name as entry element |
Mathematical theory of computation |
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| Topical term or geographic name as entry element |
Quantum theory |
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| Topical term or geographic name as entry element |
Machine learning |
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| Topical term or geographic name as entry element |
Data processing |
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| Topical term or geographic name as entry element |
Optical pattern recognition |
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| Topical term or geographic name as entry element |
Quantum computing |
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| Topical term or geographic name as entry element |
Quantum information technology, spintronics |
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| Topical term or geographic name as entry element |
Numerical and computational physics, simulation |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
|
| Item type |
Books |