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We propose to use neural networks to estimate the rates of coherent and incoherent processes in quantum systems from continuous measurement records.
R. A. Fisher, Philosophical Transactions of the Royal Society of London. Series A, Containing Papers of a Mathematical or Physical Character 222
1922
Earlier work this paper cites.
H. Cramer, Mathematical methods of statistics (Princeton University Press, 1954)
1954
Earlier work this paper cites.
K. Mølmer, Y. Castin, and J. Dalibard, J. Opt. Soc. Am. B 10
1993
Earlier work this paper cites.
V. B. Braginsky and F. Y. Khalili, Rev. Mod. Phys. 68
1996
Earlier work this paper cites.
F. Verstraete, A. C. Doherty, and H. Mabuchi, Phys. Rev. A 64
2001
Earlier work this paper cites.
J. Gambetta and H. M. Wiseman, Phys. Rev. A 64
2001
Earlier work this paper cites.
P. Warszawski, H. M. Wiseman, and H. Mabuchi, Phys. Rev. A 65
2002
Earlier work this paper cites.
J. K. Stockton, J. M. Geremia, A. C. Doherty, and H. Mabuchi, Phys. Rev. A 69
2004
Earlier work this paper cites.
J. M. Elzerman, R. Hanson, L. H. Willems Van Beveren, B. Witkamp, L. M. K. Vandersypen, and L. P. Kouwenhoven, Nature 430
2004
Earlier work this paper cites.
J. R. Petta, A. C. Johnson, J. M. Taylor, E. A. Laird, A. Yacoby, M. D. Lukin, C. M. Marcus, M. P. Hanson, and A. C. Gossard, Science 309
2005
Earlier work this paper cites.
V. Giovannetti, S. Lloyd, and L. Maccone, Phys. Rev. Lett. 96
2006
Earlier work this paper cites.
R. Hanson, L. P. Kouwenhoven, J. R. Petta, S. Tarucha, and L. M. K. Vandersypen, Rev. Mod. Phys. 79
2007
Earlier work this paper cites.
S. Gammelmark and K. Mølmer, New Journal of Physics 11
2009
Cited alongside, same era.
M. A. Nielsen and I. L. Chuang, Quantum computation and quantum information (Cambridge university press, 2010)
2010
Cited alongside, same era.
H. Wiseman and G. Milburn, Quantum Measurement and Control (Cambridge University Press, 2010)
2010
Cited alongside, same era.
Y. LeCun and C. Cortes, “The mnist database.” (2010)
2010
Cited alongside, same era.
M. Tsang, Phys. Rev. Lett. 108
2012
Cited alongside, same era.
S. Gammelmark and K. Mølmer, Phys. Rev. A 87
2013
Cited alongside, same era.
V. Dunjko, J. M. Taylor, and H. J. Briegel, Phys. Rev. Lett. 117
2016
Later among the works it cites.
C. L. Degen, F. Reinhard, and P. Cappellaro, Rev. Mod. Phys. 89
2017
Closest in time.
G. Carleo and M. Troyer, Science 355
2017
Closest in time.
K. Mills, M. Spanner, and I. Tamblyn, Phys. Rev. A 96
2017
Closest in time.
D.-L. Deng, X. Li, and S. Das Sarma, Phys. Rev. X 7
2017
Closest in time.
G. Torlai and R. G. Melko, Phys. Rev. Lett. 119
2017
Closest in time.
F. Marquardt, “Machine learning for physicists,” (2017)
2017
Closest in time.
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2014
Cited alongside, same era.
M. A. Nielsen, Neural Networks and Deep Learning (Determination Press, 2015)
2015
Cited alongside, same era.
M. Abadi, A. Agarwal, P. Barham, E. Brevdo, Z. Chen, C. Citro, G. S. Corrado, A. Davis, J. Dean, M. Devin, S. Ghemawat, I. Goodfellow, A. Harp, G. Irving, M. Isard, Y. Jia, R. Jozefowicz, L. Kaiser, M. Kudlur, J. Levenberg, D. Mané, R. Monga, S. Moore, D. Murray, C. Olah, M. Schuster, J. Shlens, B. Steiner, I. Sutskever, K. Talwar, P. Tucker, V. Vanhoucke, V. Vasudevan, F. Viégas, O. Vinyals, P. Warden, M. Wattenberg, M. Wicke, Y. Yu, and X. Zheng, “TensorFlow: Large-scale machine learning on heterogeneous systems,” (2015), software available from tensorflow.org
2015
Cited alongside, same era.
2016
Cited alongside, same era.
I. Goodfellow, Y. Bengio, and A. Courville, Deep Learning , Adaptive computation and machine learning (MIT Press, 2016)
2016
Cited alongside, same era.
P. Warszawski and H. M. Wiseman, Journal of Optics B: Quantum and Semiclassical Optics 5
Cited in the paper.
F.-F. Li, “Convolutional neural networks for visual recognition,” (2017)
2017
Closest in time.
E. Greplova, E. A. Laird, G. A. D. Briggs, and K. Mølmer, Phys. Rev. A 96
2017
Closest in time.
J. Biamonte, P. Wittek, N. Pancotti, P. Rebentrost, N. Wiebe, and S. Lloyd, Nature 549
2017
Closest in time.
J. Romero, J. P. Olson, and A. Aspuru-Guzik, Quantum Science and Technology 2
2017
Closest in time.