Quantum Machine Learning: Quantum Algorithms and Neural Networks (Quantum Computing)

Quantum Machine Learning: Quantum Algorithms and Neural Networks (Quantum Computing)
by: Pethuru Raj (Editor),Houbing Herbert Song (Editor),Dac-Nhuong Le (Editor),Narayan Vyas (Editor)&1more
Publisher: De Gruyter
Edition: 1st
Publication Date: 2024/8/5
Language: English
Print Length: 334 pages
ISBN-10: 3111342093
ISBN-13: 9783111342092
Book Description
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.
About the Author
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. Read more