Recognizing the pattern of binary Hermitian matrices by quantum kNN and SVM methods

Recognizing the pattern of binary Hermitian matrices by quantum kNN and SVM methods

Abstract The article contains a description of two quantum circuits for pattern recognition. The first approach is realized with use of k nearest neighbors algorithm and the second with support vector machine. The task is to distinguish between Hermitian and non-Hermitian matrices. The quantum circu...

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Bibliographic Details
Main Authors: Joanna Wiśniewska, Marek Sawerwain
Format: Article
Language:English
Published: World Scientific Publishing 2018-05-01
Series:Vietnam Journal of Computer Science
Subjects:
Quantum circuits
Pattern recognition
Supervised machine learning
Hamming distance
Online Access:http://link.springer.com/article/10.1007/s40595-018-0115-y

Internet

http://link.springer.com/article/10.1007/s40595-018-0115-y

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