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High-capacity associative memory in a quantum-optical spin glass

Marsh, Brendan P. et al.
arXiv (All) · Papers
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atomic-physicsdisordered-systems-and-neural-networksquantum-gasesquantum-physicsstatistical-mechanics
The Hopfield model describes a neural network that stores memories using all-to-all-coupled spins. Memory patterns are recalled under equilibrium dynamics. Storing too many patterns breaks the associative recall process because frustration causes an exponential number of spurious patterns to arise a
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