On the Importance of Normalisation Layers in Deep Learning with
Piecewise Linear Activation Units

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On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units

3 August 2015

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Papers citing "On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units"

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Title
Shrinkage Initialization for Smooth Learning of Neural Networks Miao Cheng Feiyan Zhou Hongwei Zou Limin Wang AI4CE 69 0 0 12 Apr 2025
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 333 2,950 0 15 Dec 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 354 2,243 0 18 Sep 2014
On the Number of Linear Regions of Deep Neural Networks Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio 98 1,256 0 08 Feb 2014
Network In Network Min Lin Qiang Chen Shuicheng Yan 309 6,290 0 16 Dec 2013
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 283 2,179 0 18 Feb 2013
Stochastic Pooling for Regularization of Deep Convolutional Neural Networks Matthew D. Zeiler Rob Fergus 203 990 0 16 Jan 2013