Quantum Machine Leaing: 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 leaing algorithms, such as quantum neural networks, quantum reinforcement leaing, 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 leaing algorithms, such as quantum neural networks, quantum reinforcement leaing, quantum principal component analysis, quantum support vectors, quantum Boltzmann machines, and many more.