Matching matched filtering with deep networks in gravitational-wave astronomy

B. S. Sathyaprakash and S. V. Dhurandhar, Phys. Rev. D 44

1991

Earlier work this paper cites.

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

1998

Earlier work this paper cites.

Y. LeCun, L. Bottou, G. B. Orr, and K. R. Müller, “Efficient backprop,” in Neural Networks: Tricks of the Trade , edited by G. B. Orr and K.-R. Müller (Springer Berlin Heidelberg, Berlin, Heidelberg, 1998) pp. 9–50

1998

Earlier work this paper cites.

A. Buonanno and T. Damour, Phys. Rev. D 59

1999

Earlier work this paper cites.

I. Kononenko, Artificial Intelligence in Medicine 23

2001

Earlier work this paper cites.

F. Pretorius, Phys. Rev. Lett. 95

2005

Earlier work this paper cites.

B. Allen, Phys. Rev. D 71

2005

Earlier work this paper cites.

M. Pirooznia, J. Y. Yang, M. Q. Yang, and Y. Deng, BMC Genomics 9

2008

Earlier work this paper cites.

I. W. Harry, B. Allen, and B. S. Sathyaprakash, Phys. Rev. D 80

2009

Earlier work this paper cites.

A. Buonanno, B. R. Iyer, E. Ochsner, Y. Pan, and B. S. Sathyaprakash, Phys. Rev. D 80

2009

Earlier work this paper cites.

K. G. Arun, A. Buonanno, G. Faye, and E. Ochsner, Phys. Rev. D 84

2011

Earlier work this paper cites.

K. Cannon, R. Cariou, A. Chapman, M. Crispin-Ortuzar, N. Fotopoulos, M. Frei, C. Hanna, E. Kara, D. Keppel, L. Liao, S. Privitera, A. Searle, L. Singer, and A. Weinstein, The Astrophysical Journal 748

2012

Earlier work this paper cites.

D. A. Brown, I. Harry, A. Lundgren, and A. H. Nitz, Phys. Rev. D 86

2012

Earlier work this paper cites.

A. Krizhevsky, I. Sutskever, and G. E. Hinton, in Advances in Neural Information Processing Systems 25 , edited by F. Pereira, C. J. C. Burges, L. Bottou, and K. Q. Weinberger (Curran Associates, Inc., 2012) pp. 1097–1105

2012

Earlier work this paper cites.

B. Allen, W. G. Anderson, P. R. Brady, D. A. Brown, and J. D. E. Creighton, Phys. Rev. D 85

2012

Cited alongside, same era.

M. D. Zeiler and R. Fergus, “Visualizing and understanding convolutional networks,” (2013), arXiv:1311.2901

Original

2013

Cited alongside, same era.

S. Babak, R. Biswas, P. R. Brady, D. A. Brown, K. Cannon, C. D. Capano, J. H. Clayton, T. Cokelaer, J. D. E. Creighton, T. Dent, A. Dietz, S. Fairhurst, N. Fotopoulos, G. González, C. Hanna, I. W. Harry, G. Jones, D. Keppel, D. J. A. McKechan, L. Pekowsky, S. Privitera, C. Robinson, A. C. Rodriguez, B. S. Sathyaprakash, A. S. Sengupta, M. Vallisneri, R. Vaulin, and A. J. Weinstein, Phys. Rev. D 87

Original

2013

Cited alongside, same era.

T. Dal Canton, A. H. Nitz, A. P. Lundgren, A. B. Nielsen, D. A. Brown, T. Dent, I. W. Harry, B. Krishnan, A. J. Miller, K. Wette, K. Wiesner, and J. L. Willis, Phys. Rev. D 90

2014

Cited alongside, same era.

S. A. Usman, A. H. Nitz, I. W. Harry, C. M. Biwer, D. A. Brown, M. Cabero, C. D. Capano, T. D. Canton, T. Dent, S. Fairhurst, M. S. Kehl, D. Keppel, B. Krishnan, A. Lenon, A. Lundgren, A. B. Nielsen, L. P. Pekowsky, H. P. Pfeiffer, P. R. Saulson, M. West, and J. L. Willis, Classical and Quantum Gravity 33

2016

Later among the works it cites.

C. K. Mishra, A. Kela, K. G. Arun, and G. Faye, Phys. Rev. D 93

2016

Later among the works it cites.

R. Zhang, P. Isola, and A. A. Efros, “Colorful image colorization,” (2016), arXiv:1603.08511

Original

2016

Later among the works it cites.

D. George and E. A. Huerta, “Deep neural networks to enable real-time multimessenger astrophysics,” (2016), arXiv:1701.00008

Original

2016

Later among the works it cites.

B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, and et al., Living Reviews in Relativity 19