Phase diagram of quantum generalized Potts-Hopfield neural networks

Phase diagram of quantum generalized Potts-Hopfield neural networks

We introduce and analyze an open quantum generalization of the q-state Potts-Hopfield neural network (NN), which is an associative memory model based on multi-level classical spins. The dynamics of this many-body system is formulated in terms of a Markovian master equation of Lindblad type, which al...

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Bibliographic Details
Main Authors: Eliana Fiorelli, Igor Lesanovsky, Markus Müller
Format: Article
Language:English
Published: IOP Publishing 2022-01-01
Series:New Journal of Physics
Subjects:
open quantum systems
quantum neural networks
disordered systems
Online Access:https://doi.org/10.1088/1367-2630/ac5490

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