Results 11 to 20 of about 224,909 (273)
Quantum circuit learning [PDF]
Physical Review A, 2018 We propose a classical-quantum hybrid algorithm for machine learning on near-term quantum processors, which we call quantum circuit learning. A quantum circuit driven by our framework learns a given task by tuning parameters implemented on it. The iterative optimization of the parameters allows us to circumvent the high-depth circuit.
Mitarai, K. +3 more
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Quantum Gate Pattern Recognition and Circuit Optimization for Scientific Applications [PDF]
EPJ Web of Conferences, 2021 There is no unique way to encode a quantum algorithm into a quantum circuit. With limited qubit counts, connectivities, and coherence times, circuit optimization is essential to make the best use of quantum devices produced over a next decade.
Jang Wonho +9 more
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Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2023 The creation of quantum circuit architecture based on the quantum perceptron algorithm to classify marketing bank data is proposed in this work. A quantum circuit is a quantum gate made up of two quantum gates.
Mochamad Wahyudi, Solikhun Solikhun
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Quantum Circuit Architecture [PDF]
Physical Review Letters, 2008 10 eps figures + Qcircuit ...
CHIRIBELLA, GIULIO +2 more
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Simultaneous estimation of multiple eigenvalues with short-depth quantum circuit on early fault-tolerant quantum computers [PDF]
Quantum, 2023 We introduce a multi-modal, multi-level quantum complex exponential least squares (MM-QCELS) method to simultaneously estimate multiple eigenvalues of a quantum Hamiltonian on early fault-tolerant quantum computers.
Zhiyan Ding, Lin Lin
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Quantum circuit design search [PDF]
Quantum Machine Intelligence, 2021 This article explores search strategies for the design of parameterized quantum circuits. We propose several optimization approaches including random search plus survival of the fittest, reinforcement learning both with classical and hybrid quantum classical controllers and Bayesian optimization as decision makers to design a quantum circuit in an ...
Mohammad Pirhooshyaran, Tamás Terlaky
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Pauli Error Propagation-Based Gate Rescheduling for Quantum Circuit Error Mitigation
IEEE Transactions on Quantum Engineering, 2022 Noisy intermediate-scale quantum algorithms, which run on noisy quantum computers, should be carefully designed to boost the output state fidelity. While several compilation approaches have been proposed to minimize circuit errors, they often omit the ...
Vedika Saravanan, Samah M. Saeed
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A Parallel Quantum Circuit Implementations of LSH Hash Function for Use with Grover’s Algorithm
Applied Sciences, 2022 Grover’s search algorithm accelerates the key search on the symmetric key cipher and the pre-image attack on the hash function. To conduct Grover’s search algorithm, the target cipher algorithm should be efficiently implemented in a quantum circuit ...
Gyeongju Song +3 more
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Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing, 2022 66 pages. Updated the erroneous claim from v1 about the complexity of information-theoretic QRE as matching the classical case.
Brakerski, Zvika, Yuen, Henry
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Quantum circuit cutting with maximum-likelihood tomography
npj Quantum Information, 2021 We introduce maximum-likelihood fragment tomography (MLFT) as an improved circuit cutting technique for running clustered quantum circuits on quantum devices with a limited number of qubits.
Michael A. Perlin +3 more
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