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...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IOP
2018
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| Online Access: | http://eprints.nottingham.ac.uk/50332/ http://eprints.nottingham.ac.uk/50332/ http://eprints.nottingham.ac.uk/50332/ http://eprints.nottingham.ac.uk/50332/1/opQnet.pdf |