QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture using Parameterized Two-Qubit Gates

Author:

Chu Cheng1,Chia Nai-Hui1,Jiang Lei1,Chen Fan1

Affiliation:

1. Indiana University Bloomington, United States

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference18 articles.

1. Jacob Biamonte 2017. Quantum Machine Learning. Nature ( 2017 ). Jacob Biamonte 2017. Quantum Machine Learning. Nature (2017).

2. Iris Cong 2019. Quantum Convolutional Neural Networks. Nature Physics ( 2019 ). Iris Cong 2019. Quantum Convolutional Neural Networks. Nature Physics (2019).

3. Suguru Endo 2021. Hybrid Quantum-Classical Algorithms and Quantum Error Mitigation. Journal of the Physical Society of Japan(2021). Suguru Endo 2021. Hybrid Quantum-Classical Algorithms and Quantum Error Mitigation. Journal of the Physical Society of Japan(2021).

4. Lena Funcke 202 0. Measurement Error Mitigation in Quantum Computers through Classical Bit-Flip Correction. arXiv preprint ( 2020 ). Lena Funcke 2020. Measurement Error Mitigation in Quantum Computers through Classical Bit-Flip Correction. arXiv preprint (2020).

5. Aram W Harrow 2009. Quantum Algorithm for Linear Systems of Equations. Physical review letters(2009). Aram W Harrow 2009. Quantum Algorithm for Linear Systems of Equations. Physical review letters(2009).

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