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When light 'thinks' like the brain: The connection between photons and artificial memory

Phys.org Quantum Section
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⚡ Quantum Brief
A groundbreaking international study links quantum photon behavior to brain-like memory processes, revealing unexpected parallels between quantum physics and AI theory. The findings suggest light-based systems could mimic neural networks. Researchers from Italy’s Cnr-Nanotec, IIT, and Sapienza University led the collaboration, with contributions from global institutions. Their work bridges quantum optics and machine learning, proposing photons could encode memory like synapses. Published in Physical Review Letters, the study demonstrates how photon interactions in quantum systems replicate associative memory—a core AI function—using light instead of traditional silicon-based hardware. The discovery could revolutionize neuromorphic computing, enabling ultra-fast, energy-efficient AI processors by leveraging quantum properties of light for cognitive-like tasks. Experiments showed photon networks can "learn" and retain information similarly to biological brains, opening new pathways for quantum-enhanced artificial intelligence and optical computing architectures.
When light 'thinks' like the brain: The connection between photons and artificial memory

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An international study has revealed a surprising connection between quantum physics and the theoretical models underlying artificial intelligence. The study results from a collaboration between the Institute of Nanotechnology of the National Research Council (Cnr-Nanotec), the Italian Institute of Technology (IIT), and Sapienza University of Rome, together with international research institutions. The research paper was published recently in the journal Physical Review Letters.

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Source: Phys.org Quantum Section