Quantum Machine Learning
Autor: | Pethuru Raj, Houbing Herbert Song, Dac-Nhuong Le, Narayan Vyas |
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EAN: | 9783111342276 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 05.08.2024 |
Untertitel: | Quantum Algorithms and Neural Networks |
Kategorie: | |
Schlagworte: | Artificial Intelligence Machine Learning Quantum Computing Quantum algorithms Quantum neural computation |
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Quantum computing has shown a potential to tackle specific types of problems, especially those involving a daunting number of variables, at an exponentially faster rate compared to classical computers. This volume focuses on quantum variants of machine learning algorithms, such as quantum neural networks, quantum reinforcement learning, quantum principal component analysis, quantum support vectors, quantum Boltzmann machines, and many more.
P. Raj, RJP, N. Vyas, Vivekananda Global University; H.H. Song, University of Baltimore, USA; D.-N. Le, Haiphong University, Vietnam.