Supervised learning with quantum computers (Record no. 560737)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01541 a2200241 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20190923145441.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190920b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783319964232 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IIT Kanpur |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | Sch77s |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Schuld, Maria |
| 245 ## - TITLE STATEMENT | |
| Title | Supervised learning with quantum computers |
| Statement of responsibility, etc | Maria Schuld and Francesco Petruccione |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | Springer |
| Year of publication | 2018 |
| Place of publication | Switzerland |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xiii, 287p |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Quantum science and technology |
| 490 ## - SERIES STATEMENT | |
| Series statement | / edited by Raymond Laflamme |
| 520 ## - SUMMARY, ETC. | |
| 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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Pattern recognition |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Quantum physics (quantum mechanics & quantum field theory) |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Petruccione, F. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 30/09/2019 | 2 | 7576.65 | 006.31 Sch77s | A184797 | 9470.81 | Books |