3 papers
quant-ph2024
AdvQuNN: A Methodology for Analyzing the Adversarial Robustness of Quanvolutional Neural Networks
Walid El Maouaki, Alberto Marchisio, Taoufik Said +2
Recent advancements in quantum computing have led to the development of hybrid quantum neural networks (HQNNs) that employ a mixed set of quantum layers and classical layers, such…
cs.LG2024
Quantum Support Vector Machine for Prostate Cancer Detection: A Performance Analysis
Walid El Maouaki, Taoufik Said, Mohamed Bennai
This study addresses the urgent need for improved prostate cancer detection methods by harnessing the power of advanced technological solutions. We introduce the application of Qua…
quant-ph2024
Simulating the Quantum Rabi Model in Superconducting Qubits at Deep Strong Coupling
Noureddine Rochdi, Atta ur Rahman, Rachid Ahl Laamara +1
The Quantum Rabi model serves as a pivotal theoretical framework for elucidating the nuanced interplay between light and matter. Utilizing circuit quantum electrodynamics on a chip…