An Algorithm of Quantum Restricted Boltzmann Machine Network Based on Quantum Gates and Its Application
Joint Authors
Zhang, Peilin
Li, Sheng
Zhou, Yu
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-09-15
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
We present an algorithm of quantum restricted Boltzmann machine network based on quantum gates.
The algorithm is used to initialize the procedure that adjusts the qubit and weights.
After adjusting, the network forms an unsupervised generative model that gives better classification performance than other discriminative models.
In addition, we show how the algorithm can be constructed with quantum circuit for quantum computer.
American Psychological Association (APA)
Zhang, Peilin& Li, Sheng& Zhou, Yu. 2015. An Algorithm of Quantum Restricted Boltzmann Machine Network Based on Quantum Gates and Its Application. Shock and Vibration،Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1078332
Modern Language Association (MLA)
Zhang, Peilin…[et al.]. An Algorithm of Quantum Restricted Boltzmann Machine Network Based on Quantum Gates and Its Application. Shock and Vibration No. 2015 (2015), pp.1-7.
https://search.emarefa.net/detail/BIM-1078332
American Medical Association (AMA)
Zhang, Peilin& Li, Sheng& Zhou, Yu. An Algorithm of Quantum Restricted Boltzmann Machine Network Based on Quantum Gates and Its Application. Shock and Vibration. 2015. Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1078332
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1078332
