Quantum reservoir processing

@article{Ghosh2018QuantumRP,
  title={Quantum reservoir processing},
  author={Sanjib Ghosh and A. Opala and M. Matuszewski and T. Paterek and T. Liew},
  journal={npj Quantum Information},
  year={2018},
  volume={5},
  pages={1-6}
}
The concurrent rise of artificial intelligence and quantum information poses an opportunity for creating interdisciplinary technologies like quantum neural networks. Quantum reservoir processing, introduced here, is a platform for quantum information processing developed on the principle of reservoir computing that is a form of an artificial neural network. A quantum reservoir processor can perform qualitative tasks like recognizing quantum states that are entangled as well as quantitative… Expand
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4
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References

SHOWING 1-10 OF 95 REFERENCES
Harnessing disordered quantum dynamics for machine learning
On Quantum Neural Computing
  • S. Kak
  • Computer Science
  • Inf. Sci.
  • 1995
Hierarchical quantum classifiers
Quantum machine learning
Active learning machine learns to create new quantum experiments
...
1
2
3
4
5
...