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Showing 1–4 of 4 results
Advanced filters: Author: Christa Zoufal Clear advanced filters

  • A class of quantum neural networks is presented that outperforms comparable classical feedforward networks. They achieve a higher capacity in terms of effective dimension and at the same time train faster, suggesting a quantum advantage.

    • Amira Abbas
    • David Sutter
    • Stefan Woerner
    Research
    Nature Computational Science
    Volume: 1, P: 403-409

  • This Review discusses quantum optimization, focusing on the potential of exact, approximate and heuristic methods, core algorithmic building blocks, problem classes and benchmarking metrics. The challenges for quantum optimization are considered, and next steps are suggested for progress towards achieving quantum advantage.

    • Amira Abbas
    • Andris Ambainis
    • Christa Zoufal
    Reviews
    Nature Reviews Physics
    Volume: 6, P: 718-735