Mohammad Rasoul Roshanshah

A qubit-efficient quantum algorithm for convolutional feature extraction

This work provides a pragmatic, resource-efficient blueprint for implementing core machine learning primitives on near-term quantum devices by proposing a qubit-efficient, hybrid quantum-classical algorithm that mitigates limitations of NISQ-era hardware.