Open quantum generalisation of Hopfield neural networks

DOI10.1088/1751-8121/aaabcbzbMath1394.82014arXiv1701.01727OpenAlexW3099122943MaRDI QIDQ4642690

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Publication date: 25 May 2018

Published in: Journal of Physics A: Mathematical and Theoretical (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1701.01727

zbMATH Keywords

neural networksopen quantum systemsstatistical physics of disorderd systems

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Unified quantum theories (81V22) Neural networks for/in biological studies, artificial life and related topics (92B20) Neural nets applied to problems in time-dependent statistical mechanics (82C32) Dynamics of disordered systems (random Ising systems, etc.) in time-dependent statistical mechanics (82C44) Neural nets and related approaches to inference from stochastic processes (62M45)

Related Items (1)

Models in quantum computing: a systematic review

Uses Software

• PRMLT

Cites Work

• The quest for a quantum neural network
• Quantum neural networks
• Realization of a scalable Shor algorithm
• Reducing the Dimensionality of Data with Neural Networks
• Analysis of quantum semigroups with GKS–Lindblad generators: II. General
• Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer
• Quantum Perceptrons
• Neural networks and physical systems with emergent collective computational abilities.
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