Quantum Machine Learning: Quantum Algorithms and Neural Networks

Quantum Machine Learning: Quantum Algorithms and Neural Networks (Quantum Computing)
Author: Pethuru Raj (Editor), Houbing Herbert Song (Editor), Dac-Nhuong Le (Editor), Narayan Vyas (Editor)
Publisher finelybook 出版社: De Gruyter
Edition 版本: 1st
Publication Date 出版日期: 2024-08-05
Language 语言: English
Print length 页数: 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.