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Click the serial number on the left to view the details of the item. |
| # |
Author | Title | Accn# | Year | Item Type | Claims |
| 1 |
Schuld, Maria |
Machine Learning with Quantum Computers |
I11858 |
2021 |
eBook |
|
| 2 |
Schuld, Maria |
Supervised Learning with Quantum Computers |
I09145 |
2018 |
eBook |
|
| 3 |
Breuer, Heinz-Peter |
Relativistic Quantum Measurement and Decoherence |
I11064 |
2000 |
eBook |
|
| 4 |
Br??ning, Erwin |
Theoretical Foundations of Quantum Information Processing and Communication |
I08226 |
2010 |
eBook |
|
| 5 |
Breuer, Heinz-Peter |
Open Systems and Measurement in Relativistic Quantum Theory |
I03700 |
1999 |
eBook |
|
| 6 |
Heinz-Peter Breuer |
Theory of open quantum systems |
OB0309 |
2007 |
eBook |
|
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1.
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| Title | Machine Learning with Quantum Computers |
| Author(s) | Schuld, Maria;Petruccione, Francesco |
| Publication | Cham, Springer International Publishing, 2021. |
| Description | XIV, 312 p. 104 illus., 74 illus. in color : online resource |
| Abstract Note | This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data. Among the topics discussed are parameterized quantum circuits, hybrid optimization, data encoding, quantum feature maps and kernel methods, quantum learning theory, as well as quantum neural networks. The book aims at an audience of computer scientists and physicists at the graduate level onwards. The second edition extends the material beyond supervised learning and puts a special focus on the developments in near-term quantum machine learning seen over the past few years |
| ISBN,Price | 9783030830984 |
| Keyword(s) | 1. EBOOK
2. EBOOK - SPRINGER
3. MACHINE LEARNING
4. MATHEMATICS
5. Mathematics and Computing
6. QUANTUM COMPUTERS
7. Quantum computing
|
| Item Type | eBook |
Multi-Media Links
Please Click here for eBook
Circulation Data
| Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
| I11858 |
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On Shelf |
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2.
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| Title | Supervised Learning with Quantum Computers |
| Author(s) | Schuld, Maria;Petruccione, Francesco |
| Publication | Cham, Springer International Publishing, 2018. |
| Description | XIII, 287 p. 83 illus., 48 illus. in color : online resource |
| Abstract Note | 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 |
| ISBN,Price | 9783319964249 |
| Keyword(s) | 1. ARTIFICIAL INTELLIGENCE
2. EBOOK
3. EBOOK - SPRINGER
4. Numerical and Computational Physics, Simulation
5. PATTERN RECOGNITION
6. PHYSICS
7. QUANTUM COMPUTERS
8. Quantum computing
9. Quantum Information Technology, Spintronics
10. QUANTUM PHYSICS
11. SPINTRONICS
|
| Item Type | eBook |
Multi-Media Links
Please Click here for eBook
Circulation Data
| Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
| I09145 |
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On Shelf |
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3.
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| Title | Relativistic Quantum Measurement and Decoherence : Lectures of a Workshop Held at the Istituto Italiano per gli Studi Filosofici Naples, April 9-10, 1999 |
| Author(s) | Breuer, Heinz-Peter;Petruccione, Francesco |
| Publication | Berlin, Heidelberg, Springer Berlin Heidelberg, 2000. |
| Description | X, 142 p : online resource |
| Abstract Note | The development of a consistent picture for the processes of decoherence and quantum measurement requires a treatment which is compatible with the theory of relativity. This volume reviews some of the approaches suggested to solve or circumvent the arising difficulties. Starting from an analysis of the level of compatibility of the measurement problem with the special theory of relativity, the role of non-locality and entanglement are discussed. The subject is also addressed from the point of view of quantum optics and quantum information theory, as well as on the basis of group theoretic and algebraic methods. The emergence of decoherence in quantum electrodynamics is discussed from an open systems perspective |
| ISBN,Price | 9783540453697 |
| Keyword(s) | 1. EBOOK
2. EBOOK - SPRINGER
3. QUANTUM COMPUTERS
4. Quantum Information Technology, Spintronics
5. QUANTUM PHYSICS
6. SPINTRONICS
|
| Item Type | eBook |
Multi-Media Links
Please Click here for eBook
Circulation Data
| Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
| I11064 |
|
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On Shelf |
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4.
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| Title | Theoretical Foundations of Quantum Information Processing and Communication : Selected Topics |
| Author(s) | Br??ning, Erwin;Petruccione, Francesco |
| Publication | Berlin, Heidelberg, Springer Berlin Heidelberg, 2010. |
| Description | XIV, 253 p. 48 illus : online resource |
| Abstract Note | Based on eight extensive lectures selected from those given at the renowned Chris Engelbrecht Summer School in Theoretical Physics in South Africa, this text on the theoretical foundations of quantum information processing and communication covers an array of topics, including quantum probabilities, open systems, and non-Markovian dynamics and decoherence. It also addresses quantum information and relativity as well as testing quantum mechanics in high energy physics. Because these self-contained lectures discuss topics not typically covered in advanced undergraduate courses, they are ideal for post-graduate students entering this field of research. Some of the lectures are written at a more introductory level while others are presented as tutorials that survey recent developments and results in various subfields |
| ISBN,Price | 9783642028717 |
| Keyword(s) | 1. EBOOK
2. EBOOK - SPRINGER
3. Information and Communication, Circuits
4. INFORMATION THEORY
5. MATHEMATICAL PHYSICS
6. QUANTUM COMPUTERS
7. Quantum computing
8. Quantum Information Technology, Spintronics
9. QUANTUM OPTICS
10. QUANTUM PHYSICS
11. SPINTRONICS
12. Theoretical, Mathematical and Computational Physics
|
| Item Type | eBook |
Multi-Media Links
Please Click here for eBook
Circulation Data
| Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
| I08226 |
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On Shelf |
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5.
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| Title | Open Systems and Measurement in Relativistic Quantum Theory : Proceedings of the Workshop Held at the Istituto Italiano per gli Studi Filosofici, Naples, April 3???4, 1998 |
| Author(s) | Breuer, Heinz-Peter;Petruccione, Francesco |
| Publication | Berlin, Heidelberg, Springer Berlin Heidelberg, 1999. |
| Description | VIII, 240 p : online resource |
| Abstract Note | This book treats modern aspects of open systems, measurement, and decoherence in relativistic quantum theory. It starts with a comprehensive introduction to the problems related to measuring local and nonlocal observables and the constraints imposed by the causality principle. In the articles that follow, the emphasis lies on new theoretical models. Quantum dynamical semigroups and stochastic processes in Hilbert space are introduced, as are dynamical reduction models. Further topics include relativistic generalizations of the continuous spontaneous localization model and of the quantum state diffusion model and decoherence and the dynamical selection of preferred basis sets in the framework of continuous measurement theory and of the decoherent histories approach. Mathematical aspects of quantum measurement theory and dynamical entropies are also studied from the viewpoint of the operational approach to quantum mechanics |
| ISBN,Price | 9783540488088 |
| Keyword(s) | 1. EBOOK
2. EBOOK - SPRINGER
3. QUANTUM COMPUTERS
4. Quantum Information Technology, Spintronics
5. QUANTUM PHYSICS
6. SPINTRONICS
|
| Item Type | eBook |
Multi-Media Links
Please Click here for eBook
Circulation Data
| Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
| I03700 |
|
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On Shelf |
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