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Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10, 000-Layer Vanilla Convolutional Neural Networks.
Lechao Xiao
Yasaman Bahri
Jascha Sohl-Dickstein
Samuel S. Schoenholz
Jeffrey Pennington
Published in:
ICML (2018)
Keyphrases
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convolutional neural networks
convolutional network
cellular neural networks
vector field
multi layer
statistical mechanics
belief networks
application layer
data sets
markov random field
artificial neural networks
single layer
laplace beltrami
middle layer