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signal propagation

30 papers

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Co-occurring keywords · papers mentioning both

neural network optimization (7) weight initialization (6) neural network (6) mean field theory (6) deep neural network (5) residual network (4) batch normalization (4) dynamical isometry (3) initialization scheme (3) random matrix theory (2)

Papers

Critical initialisation for deep signal propagation in noisy rectifier neural networks NeurIPS 2018 Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks ICML 2018 Exponential expressivity in deep neural networks through transient chaos NeurIPS 2016 Optimal Architectures in a Solvable Model of Deep Networks NeurIPS 2016 Global seismic monitoring as probabilistic inference NeurIPS 2010