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06/12/2023
Splitting and Parallelizing of Quantum Convolutional Neural Networks for Learning Translationally Symmetric Data
A quantum convolutional neural network (QCNN) is a promising quantum mac...
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04/02/2023
Variational Denoising for Variational Quantum Eigensolver
The variational quantum eigensolver (VQE) is a hybrid algorithm that has...
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09/01/2022
Quantum-Classical Hybrid Information Processing via a Single Quantum System
Current technologies in quantum-based communications bring a new integra...
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07/16/2022
Quantum Noise-Induced Reservoir Computing
Quantum computing has been moving from a theoretical phase to practical ...
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03/25/2021
Learning Temporal Quantum Tomography
Quantifying and verifying the control level in preparing a quantum state...
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09/01/2020
Universal Approximation Property of Quantum Feature Map
Encoding classical inputs into quantum states is considered as a quantum...
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06/16/2020
Higher-Order Quantum Reservoir Computing
Quantum reservoir computing (QRC) is an emerging paradigm for harnessing...
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05/07/2020
Evaluating the phase dynamics of coupled oscillators via time-variant topological features
The characterization of phase dynamics in coupled oscillators offers ins...
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04/07/2020