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We present in detail the convolutional neural network used in our previous work to detect cosmic strings in cosmic microwave background (CMB) temperature anisotropy maps.
Kaiser N., Stebbins A., 1984, Nature , 310, 391
1984
Earlier work this paper cites.
Gott J. R. I., 1985, The Astrophysical Journal , 288, 422
1985
Earlier work this paper cites.
Canny J., 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence , PAMI-8, 679
1986
Earlier work this paper cites.
Rumelhart D. E., Hinton G. E., Williams R. J., 1986, Nature , 323, 533
1986
Earlier work this paper cites.
Hornik K., Stinchcombe M., White H., 1990, Neural Networks, 3, 551
1990
Earlier work this paper cites.
Perivolaropoulos L., 1993, Physics Letters B , 298, 305
1993
Earlier work this paper cites.
LeCun Y., et al., 1995, Neural Networks The Statistical Mechanics Perspective, pp 261–276
1995
Earlier work this paper cites.
Sutton R. S., Barto A. G., 1998, Reinforcement Learning: An Introduction. MIT Press, http://scholar.google.comjavascript:void(0)
1998
Earlier work this paper cites.
Amsel S., Berger J., Brandenberger R. H., 2008, Journal of Cosmology and Astroparticle Physics , 2008, 015
2008
Earlier work this paper cites.
Fraisse A. A., Ringeval C., Spergel D. N., Bouchet F. R., 2008, Physical Review D , D78, 043535
2008
Earlier work this paper cites.
Hastie T., Tibshirani R., Friedman J., 2009, The elements of statistical learning: data mining, inference, and prediction; 2nd ed.. Springer Series in Statistics, Springer, Dordrecht, doi:10.1007/978-0-387-84858-7 , http://cds.cern.ch/record/1315326
2009
Earlier work this paper cites.
Stewart A., Brandenberger R. H., 2009, Journal of Cosmology and Astroparticle Physics , 2009, 009
2009
Earlier work this paper cites.
Berndsen A., Pogosian L., Wyman M., 2010, Monthly Notices of the Royal Astronomical Society , 407, 1116
2010
Cited alongside, same era.
Brandenberger R. H., Danos R. J., Hernández O. F., Holder G. P., 2010, Journal of Cosmology and Astroparticle Physics , 2010, 028
2010
Cited alongside, same era.
Danos R. J., Brandenberger R. H., 2010, International Journal of Modern Physics D , 19, 183
2010
Cited alongside, same era.
Turaga S. C., Murray J. F., Jain V., Roth F., Helmstaedter M., Briggman K., Denk W., Seung H. S., 2010, Neural Computation , 22, 511
2010
Cited alongside, same era.
Hernández O. F., Wang Y., Fong J., Brandenberger R. H., 2011, Journal of Cosmology and Astroparticle Physics , 2011, 014
2011
Cited alongside, same era.
Choromanska A., Henaff M., Mathieu M., Ben Arous G., LeCun Y., 2015, Journal of Machine Learning Research: Workshop and Conference Proceedings, 38, 192
2015
Later among the works it cites.
He K., Zhang X., Ren S., Sun J., 2015, arXiv.org, p. arXiv:1512.03385
2015
Later among the works it cites.
LeCun Y., Bengio Y., Hinton G., 2015, Nature , 521, 436
2015
Later among the works it cites.
Szegedy C., et al., 2015, in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, pp 1–9, doi:10.1109/CVPR.2015.7298594 , http://ieeexplore.ieee.org/document/7298594/
2015
Later among the works it cites.
Goodfellow I., Bengio Y., Courville A., 2016, Deep learning. Adaptative computation and machine learning series, The MIT Press, Cambridge, MA, http://cds.cern.ch/record/2244405
2016
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Hernández O. F., Brandenberger R. H., 2012, Journal of Cosmology and Astroparticle Physics , 2012, 032
2012
Cited alongside, same era.
Krizhevsky A., Sutskever I., Hinton G. E., 2012, Advances in Neural Information Processing Systems, 25, 1097
2012
Cited alongside, same era.
Murphy K. P., 2012, Machine learning: a probabilistic perspective. The MIT Press, Cambridge, MA, http://cds.cern.ch/record/1981503
2012
Cited alongside, same era.
Hernández O. F., 2014, Physical Review D , 90, 123504
2014
Cited alongside, same era.
Kingma D. P., Ba J., 2014, arXiv.org, p. arXiv:1412.6980
2014
Cited alongside, same era.
Planck Collaboration et al., 2014, Astronomy and Astrophysics , 571, A25
2014
Cited alongside, same era.
Later among the works it cites.
da Cunha D. C. N., Brandenberger R. H., Hernández O. F., 2016, Physical Review D , 93, 123501
2016
Later among the works it cites.
Ciuca R., Hernández O. F., 2017, Journal of Cosmology and Astroparticle Physics , 2017, 028
2017
Closest in time.
Hergt L., Amara A., Brandenberger R. H., Kacprzak T., Refregier A., 2017, Journal of Cosmology and Astroparticle Physics , 2017, 004
2017
Closest in time.
McEwen J. D., Feeney S. M., Peiris H. V., Wiaux Y., Ringeval C., Bouchet F. R., 2017, Monthly Notices of the Royal Astronomical Society , 472, 4081
2017
Closest in time.
Shelhamer E., Long J., Darrell T., 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence , 39, 640
2017
Closest in time.
Vafaei Sadr A., Movahed S. M. S., Farhang M., Ringeval C., Bouchet F. R., Bouchet F. R., 2018, Monthly Notices of the Royal Astronomical Society , 475, 1010
2018
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