arXiv (Cornell University) · 2015 · 35 citations · 65 references
ComputingComputer SciencePhysicsAlgorithmsMachine LearningQuantum ComputingQuantum AlgorithmsQuantum BitsQuantum ComputationQuantum Information TheoryQuantum Machine LearningQuantum StatesQuantum Learning TheoryQuantum Machine Learning AlgorithmsQuantum Neural Networks
Here we discuss advances in the field of quantum machine learning. The following document offers a hybrid discussion; both reviewing the field as it is currently, and suggesting directions for further research. We include both algorithms and experimental implementations in the discussion. The field's outlook is generally positive, showing significant promise. However, we believe there are appreciable hurdles to overcome before one can claim that it is a primary application of quantum computation.
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Neural networks for pattern recognition
Choice Reviews Online · 1994 · 18.7K citations
A Global Geometric Framework for Nonlinear Dimensionality Reduction
Joshua B. Tenenbaum, Vin de Silva, John Langford · Science · 2000 · 13.7K citations
Jacob Biamonte, Péter Wittek, Nicola Pancotti et al. · Nature · 2017 · 4.4K citations · Full text
Quantum Mechanics Helps in Searching for a Needle in a Haystack
Lov K. Grover · Physical Review Letters · 1997 · 4.4K citations · Full text
Computing, Computer Science, Physics +11