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quant-ph2026
Quantum and classical processing with photonic quantum machine learning
J. C. López Carreño, S. Åwierczewski, A. Opala +3
Artificial intelligence and machine learning have been widely adopted both in the industry and in everyday life, but at the cost of high compute demands. Recent studies show that i…
quant-ph2026
Quantum Light Detection with Enhanced Photonic Neural Network
StanisÅaw Åwierczewski, Dogyun Ko, Amir Rahmani +7
Advances in quantum technologies are accelerating the demand for optical quantum state sensors that combine high precision, versatility, and scalability within a unified hardware p…
quant-ph2025
Phase-Space Framework for Noisy Intermediate-Scale Quantum Optical Neural Networks
StanisÅaw Åwierczewski, Wouter Verstraelen, Piotr Deuar +4
Quantum optical neural networks (QONNs) enable information processing beyond classical limits by exploiting the advantages of classical and quantum optics. However, simulation of l…