Spiking neuromorphic chip learns entangled quantum states

نویسندگان

چکیده

The approximation of quantum states with artificial neural networks has gained a lot attention during the last years. Meanwhile, analog neuromorphic chips, inspired by structural and dynamical properties biological brain, show high energy efficiency in running neural-network architectures for profit generative applications. This encourages employing such hardware systems as platforms simulations systems. Here we report on realization prototype using latest spike-based BrainScaleS allowing us to represent few-qubit maximally entangled fidelities. Bell correlations pure mixed two-qubit are well captured hardware, demonstrating an important building block simulating spiking chips.

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ژورنال

عنوان ژورنال: SciPost physics

سال: 2022

ISSN: ['2542-4653']

DOI: https://doi.org/10.21468/scipostphys.12.1.039