Fetching the paper…
Reading the bibliography…
We describe a method of reconstructing air showers induced by cosmic rays using deep learning techniques.
Y. Le Cun et al., Handwritten digit recognition: applications of neural network chips and automatic learning , IEEE Commun. Mag. , 27
1989
Earlier work this paper cites.
D. Heck, G. Schatz, T. Thouw, J. Knapp, and J. Capdevielle, CORSIKA: A Monte Carlo code to simulate extensive air showers , Forschungszentrum Karlsruhe Report FZKA (1998) 6019
1998
Earlier work this paper cites.
J. Matthews, A Heitler model of extensive air showers , Astropart. Phys. , 22
2005
Earlier work this paper cites.
G. E. Hinton, S. Osindero, Y. W. Teh, A fast learning algorithm for deep belief nets , Neural computation 18(7)
2006
Earlier work this paper cites.
D. Ciresan, U. Meier, J. Schmidhuber, Multi-column Deep Neural Networks for Image Classification , Technical Report No. IDSIA-04-12, 2012
2012
Earlier work this paper cites.
2012
Earlier work this paper cites.
M. De Domenico, M. Settimo, S. Riggi, E. Bertin, Reinterpreting the development of extensive air showers initiated by nuclei and photons (2013), JCAP 07
2013
Earlier work this paper cites.
D. Yu, L. Deng, Automatic Speech Recognition: A Deep Learning Approach , Springer, London, UK (2014)
2014
Earlier work this paper cites.
P. Baldi et al., Searching for Exotic Particles in High-Energy Physics with Deep Learning , Nature Communications 5
2014
Earlier work this paper cites.
2015
Earlier work this paper cites.
P. Baldi et al., Enhanced Higgs to τ + τ − \tau^{+}\tau^{-} Searches with Deep Learning , Phys. Rev. Lett. 114
2015
Cited alongside, same era.
C. Adam-Bourdarios et al., The Higgs boson machine learning challenge , PMLR 42
2015
Cited alongside, same era.
A. Aab et al., The Pierre Auger Cosmic Ray Observatory , NIM A 798
2015
Cited alongside, same era.
F. Chollet, Keras: Deep Learning for Python (2015), github.com/fchollet/keras
2015
Cited alongside, same era.
2015
Cited alongside, same era.
D. Silver, et al., Mastering the game of Go with deep neural networks and tree search , Nature 529
2016
Later among the works it cites.
I. Goodfellow, Y. Bengio, and A. Courville, Deep Learning , MIT Press, Cambridge, MA, US (2016), www.deeplearningbook.org
2016
Later among the works it cites.
A. Aurisano et al., A Convolutional Neural Network Neutrino Event Classifier , JINST 11
2016
Later among the works it cites.
P. Baldi, K. Bauer, C. Eng, P. Sadowski and D. Whiteson, Jet Substructure Classification in High-Energy Physics with Deep Neural Networks , Phys. Rev. D 93
2016
Later among the works it cites.
2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2015
Cited alongside, same era.
2015
Cited alongside, same era.
2015
Cited alongside, same era.
2015
Cited alongside, same era.
Cited in the paper.
Cited in the paper.
M. Erdmann, J. Glombitza, D. Walz, Deep learning for air shower reconstruction by ground-based particle detectors , git.rwth-aachen.de/DavidWalz/airshower
Cited in the paper.
2016
Later among the works it cites.
M. Erdmann, B. Fischer and M. Rieger, Jet-Parton Assignment in t t ¯ H t\bar{t}H Events using Deep Learning , JINST 12
2017
Closest in time.
M. Roth, M. Ave, and A. Schulz, A generalized description of the time dependent signals in extensive air shower detectors and its applications , Astropart. Phys. , 88
2017
Closest in time.