Quantum machine learning on near-term quantum devices: Current state of supervised and unsupervised techniques for real-world applications

Y Gujju, A Matsuo, R Raymond - Physical Review Applied, 2024 - APS
The past decade has witnessed significant advancements in quantum hardware,
encompassing improvements in speed, qubit quantity, and quantum volume—a metric …

A variational quantum perceptron with Grover's algorithm for efficient classification

N Innan, M Bennai - Physica Scripta, 2024 - iopscience.iop.org
This study introduces the Quantum Variational Perceptron with Grover's algorithm (QVP-G),
an innovative Quantum machine Learning (QML) model significantly enhancing binary …