A Framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks

5 June 2018

Papers citing "A Framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks"

5 / 5 papers shown

Title
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 117 36 0 29 Apr 2023
Bounding and Counting Linear Regions of Deep Neural Networks Thiago Serra Christian Tjandraatmadja Srikumar Ramalingam MLT 47 248 0 06 Nov 2017
On the Expressive Power of Deep Neural Networks M. Raghu Ben Poole Jon M. Kleinberg Surya Ganguli Jascha Narain Sohl-Dickstein 49 780 0 16 Jun 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 244 7,951 0 23 May 2016
On the Number of Linear Regions of Deep Neural Networks Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio 72 1,249 0 08 Feb 2014