Bounds on the Approximation Power of Feedforward Neural Networks

29 June 2018

Papers citing "Bounds on the Approximation Power of Feedforward Neural Networks"

8 / 8 papers shown

Title
The Expressive Power of Neural Networks: A View from the Width Zhou Lu Hongming Pu Feicheng Wang Zhiqiang Hu Liwei Wang 99 894 0 08 Sep 2017
Why Deep Neural Networks for Function Approximation? Shiyu Liang R. Srikant 132 385 0 13 Oct 2016
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 195 1,227 0 03 Oct 2016
On the Expressive Power of Deep Neural Networks M. Raghu Ben Poole Jon M. Kleinberg Surya Ganguli Jascha Narain Sohl-Dickstein 61 788 0 16 Jun 2016
Learning Functions: When Is Deep Better Than Shallow H. Mhaskar Q. Liao T. Poggio 69 144 0 03 Mar 2016
Benefits of depth in neural networks Matus Telgarsky 356 608 0 14 Feb 2016
Representation Benefits of Deep Feedforward Networks Matus Telgarsky 76 242 0 27 Sep 2015
On the Number of Linear Regions of Deep Neural Networks Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio 88 1,254 0 08 Feb 2014