Efficient MPS representations and quantum circuits from the Fourier modes of classical image data

Machine learning tasks are an exciting application for quantum computers, as it has been proven that they can learn certain problems more efficiently than classical ones. Applying quantum machine learning algorithms to classical data can have many important applications, as qubits allow for dealing...

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書目詳細資料
發表在:Quantum
Main Authors: Bernhard Jobst, Kevin Shen, Carlos A. Riofrío, Elvira Shishenina, Frank Pollmann
格式: Article
語言:英语
出版: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2024-12-01
在線閱讀:https://quantum-journal.org/papers/q-2024-12-03-1544/pdf/