Deep neural networks for direct, featureless learning through observation: the case of 2d spin models

P. Debye and E. Hückel, Physikalische Zeitschrift 24

1923

Earlier work this paper cites.

H. Yukawa, in Proceedings of the Physico-Mathematical Society of Japan. 3rd Series , Vol. 17 (Cambridge University Press, 1935) Chap. I, pp. 48–57

1935

Earlier work this paper cites.

R. B. Potts, The mathematical investigation of some cooperative phenomena , Ph.d. thesis , Oxford University (1951)

1951

Earlier work this paper cites.

A. E. Ferdinand and M. E. Fisher, Physical Review 185

1969

Earlier work this paper cites.

F. Y. Wu, Reviews of Modern Physics 54

1982

Earlier work this paper cites.

Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, Proceedings of the IEEE 86

Original

1998

Earlier work this paper cites.

P. Simard, D. Steinkraus, and J. Platt, in Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings. , Vol. 1 (IEEE Comput. Soc, 2003) pp. 958–963

2003

Earlier work this paper cites.

A. Kitaev and J. Preskill, Physical Review Letters 96

2006

Earlier work this paper cites.

M. Levin and X.-G. Wen, Physical Review Letters 96

2006

Earlier work this paper cites.

O. S. Ovchinnikov, S. Jesse, P. Bintacchit, S. Trolier-Mckinstry, and S. V. Kalinin, Physical Review Letters 103

2009

Earlier work this paper cites.

D. Erhan, Y. Bengio, A. Courville, and P. Vincent, Technical Report, Univeristé de Montréal , 1 (2009)

Original

2009

Earlier work this paper cites.

D. C. Ciresan, U. Meier, J. Masci, L. M. Gambardella, J. Schmidhuber, D. C. Cireşan, U. Meier, J. Masci, L. M. Gambardella, and J. Schmidhuber, in Proceedings of the 22nd International Joint Conference on Artificial Intelligence , Vol. 22 (2011) pp. 1237–1242

2011

Earlier work this paper cites.

M. D. Zeiler, arXiv , 6 (2012) , arXiv:1212.5701

Original

2012

Cited alongside, same era.

L. F. Arsenault, A. Lopez-Bezanilla, O. A. Von Lilienfeld, and A. J. Millis, Physical Review B - Condensed Matter and Materials Physics 90

Original

2014

Cited alongside, same era.

A. G. Kusne, T. Gao, A. Mehta, L. Ke, M. C. Nguyen, K. Ho, V. Antropov, C.-Z. Wang, M. J. Kramer, C. Long, and I. Takeuchi, Scientific Reports 4

2015

Cited alongside, same era.

S. Dieleman, K. W. Willett, and J. Dambre, Monthly Notices of the Royal Astronomical Society 450

Original

2015

Cited alongside, same era.

V. Mnih, K. Kavukcuoglu, D. Silver, A. a. Rusu, J. Veness, M. G. Bellemare, A. Graves, M. Riedmiller, A. K. Fidjeland, G. Ostrovski, S. Petersen, C. Beattie, A. Sadik, I. Antonoglou, H. King, D. Kumaran, D. Wierstra, S. Legg, and D. Hassabis, Nature 518

D. Silver, A. Huang, C. J. Maddison, A. Guez, L. Sifre, G. van den Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel, and D. Hassabis, Nature 529

2016

Later among the works it cites.

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. Mane, 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. Viegas, O. Vinyals, P. Warden, M. Wattenberg, M. Wicke, Y. Yu, and X. Zheng, None 1

Original

2016

Later among the works it cites.

G. Carleo and M. Troyer, Science 355

2017

Closest in time.

K. Ch’ng, J. Carrasquilla, R. G. Melko, and E. Khatami, Physical Review X 7

Original

2017

Closest in time.