3 papers
quant-ph2026
Cavity-Enhanced Collective Quantum Processing with Polarization-Encoded Qubits
Kamil WereszczyÅski, Kamil Wereszczyński, Józef Cyran +8
We introduce a cavity-enhanced optical architecture for collective quantum processing in which logical qubits are encoded in the polarization subspace of recirculating intracavity…
quant-ph2026
FRQI Pairs method for image classification using Quantum Recurrent Neural Network
RafaÅ Potempa, MichaÅ Kordasz, Sundas Naqeeb Khan +4
This study aims to introduce the FRQI Pairs method to a wider audience, a novel approach to image classification using Quantum Recurrent Neural Networks (QRNN) with Flexible Repres…
quant-ph2025
GEQIE Framework for Rapid Quantum Image Encoding
RafaŠPotempa, MichaŠKordasz, Józef P. Cyran +2
This work presents a Python framework named after the General Equation of Quantum Image Encoding (GEQIE). The framework creates the image-encoding state using a unitary gate, which…