Open quantum generalisation of Hopfield neural networks

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Open quantum generalisation of Hopfield neural networks

We propose a new framework to understand how quantum effects may impact on the dynamics of neural networks. We implement the dynamics of neural networks in terms of Markovian open quantum systems, which allows us to treat thermal and quantum coherent effects on the same footing. In particular, we pr...

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Bibliographic Details
Main Authors:	Rotondo, Pietro, Marcuzzi, Matteo, Garrahan, Juan P., Lesanovsky, Igor, Müller, M.
Format:	Article
Language:	English
Published:	IOP 2018
Subjects:	neural networks; statistical physics of disordered systems; open quantum systems
Online Access:	https://eprints.nottingham.ac.uk/50332/

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