Concepedia

Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks

Fuxi Cai, Suhas Kumar, Thomas Van Vaerenbergh, Xia Sheng, Rui Liu, Can Li, Zhan Liu, Martin Foltín, Shimeng Yu, Qiangfei Xia,

Nature Electronics · 2020 · 397 citations · 49 references

DOI

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References

49

Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations

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Neural networks and physical systems with emergent collective computational abilities.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1982 · 19.3K citations

, , +17

Neurons with graded response have collective computational properties like those of two-state neurons.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1984 · 7K citations · Full text

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“Neural” computation of decisions in optimization problems

J. J. Hopfield, David W. Tank · Biological Cybernetics · 1985 · 6K citations

, , +14

Training and operation of an integrated neuromorphic network based on metal-oxide memristors

M. Prezioso, Farshad Merrikh‐Bayat, Brian D. Hoskins et al. · Nature · 2015 · 2.9K citations · Full text

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